FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1322.6         	|  100 %          	|
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run_training_epoch                 	|  2.6049         	|500            	|  1302.5         	|  98.477         	|
run_training_batch                 	|  0.37474        	|1000           	|  374.74         	|  28.334         	|
optimizer_step_with_closure_0      	|  0.37099        	|1000           	|  370.99         	|  28.05          	|
training_step_and_backward         	|  0.26716        	|1000           	|  267.16         	|  20.199         	|
get_train_batch                    	|  0.099132       	|1500           	|  148.7          	|  11.243         	|
fetch_next_train_batch             	|  0.099094       	|1500           	|  148.64         	|  11.239         	|
model_forward                      	|  0.1376         	|1000           	|  137.6          	|  10.404         	|
training_step                      	|  0.13738        	|1000           	|  137.38         	|  10.387         	|
backward                           	|  0.128          	|1000           	|  128.0          	|  9.6776         	|
on_train_batch_end                 	|  0.0022879      	|1000           	|  2.2879         	|  0.17298        	|
zero_grad                          	|  0.0015167      	|1000           	|  1.5167         	|  0.11468        	|
training_batch_to_device           	|  0.00062186     	|1000           	|  0.62186        	|  0.047018       	|
on_train_epoch_end                 	|  0.00034922     	|500            	|  0.17461        	|  0.013202       	|
on_train_epoch_start               	|  0.00034643     	|500            	|  0.17321        	|  0.013096       	|
on_train_batch_start               	|  0.00010954     	|1000           	|  0.10954        	|  0.008282       	|
on_train_end                       	|  0.050582       	|1              	|  0.050582       	|  0.0038244      	|
on_batch_start                     	|  4.5572e-05     	|1000           	|  0.045572       	|  0.0034456      	|
on_pretrain_routine_start          	|  0.025435       	|1              	|  0.025435       	|  0.0019231      	|
on_after_backward                  	|  2.4033e-05     	|1000           	|  0.024033       	|  0.0018171      	|
on_before_zero_grad                	|  2.2143e-05     	|1000           	|  0.022143       	|  0.0016742      	|
on_batch_end                       	|  1.7891e-05     	|1000           	|  0.017891       	|  0.0013527      	|
on_before_backward                 	|  1.6519e-05     	|1000           	|  0.016519       	|  0.001249       	|
on_before_optimizer_step           	|  1.5998e-05     	|1000           	|  0.015998       	|  0.0012096      	|
configure_optimizers               	|  0.013152       	|1              	|  0.013152       	|  0.00099436     	|
training_step_end                  	|  8.7996e-06     	|1000           	|  0.0087996      	|  0.00066532     	|
on_epoch_end                       	|  1.1536e-05     	|500            	|  0.0057682      	|  0.00043612     	|
on_epoch_start                     	|  1.1229e-05     	|500            	|  0.0056145      	|  0.00042451     	|
on_train_start                     	|  0.0026842      	|1              	|  0.0026842      	|  0.00020295     	|
on_fit_end                         	|  6.2974e-05     	|1              	|  6.2974e-05     	|  4.7614e-06     	|
on_fit_start                       	|  4.5016e-05     	|1              	|  4.5016e-05     	|  3.4036e-06     	|
on_before_accelerator_backend_setup	|  4.207e-05      	|1              	|  4.207e-05      	|  3.1808e-06     	|
setup                              	|  2.9324e-05     	|1              	|  2.9324e-05     	|  2.2171e-06     	|
on_configure_sharded_model         	|  2.4758e-05     	|1              	|  2.4758e-05     	|  1.8719e-06     	|
teardown                           	|  2.2156e-05     	|1              	|  2.2156e-05     	|  1.6752e-06     	|
on_pretrain_routine_end            	|  1.3875e-05     	|1              	|  1.3875e-05     	|  1.0491e-06     	|
prepare_data                       	|  1.2431e-05     	|1              	|  1.2431e-05     	|  9.3991e-07     	|
configure_callbacks                	|  9.0208e-06     	|1              	|  9.0208e-06     	|  6.8205e-07     	|
configure_sharded_model            	|  7.8324e-06     	|1              	|  7.8324e-06     	|  5.922e-07      	|
on_val_dataloader                  	|  7.0166e-06     	|1              	|  7.0166e-06     	|  5.3051e-07     	|
on_train_dataloader                	|  6.4876e-06     	|1              	|  6.4876e-06     	|  4.9052e-07     	|
