FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1277.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5111         	|500            	|  1255.6         	|  98.266         	|
run_training_batch                 	|  0.27655        	|1000           	|  276.55         	|  21.644         	|
optimizer_step_with_closure_0      	|  0.27206        	|1000           	|  272.06         	|  21.292         	|
training_step_and_backward         	|  0.20442        	|1000           	|  204.42         	|  15.999         	|
get_train_batch                    	|  0.11568        	|1500           	|  173.52         	|  13.58          	|
fetch_next_train_batch             	|  0.11563        	|1500           	|  173.45         	|  13.575         	|
model_forward                      	|  0.1108         	|1000           	|  110.8          	|  8.6714         	|
training_step                      	|  0.11056        	|1000           	|  110.56         	|  8.6531         	|
backward                           	|  0.091951       	|1000           	|  91.951         	|  7.1965         	|
on_train_batch_end                 	|  0.0024756      	|1000           	|  2.4756         	|  0.19375        	|
zero_grad                          	|  0.0016265      	|1000           	|  1.6265         	|  0.1273         	|
training_batch_to_device           	|  0.00071755     	|1000           	|  0.71755        	|  0.056158       	|
on_train_epoch_end                 	|  0.00035185     	|500            	|  0.17592        	|  0.013768       	|
on_train_epoch_start               	|  0.00034384     	|500            	|  0.17192        	|  0.013455       	|
on_train_batch_start               	|  0.00011388     	|1000           	|  0.11388        	|  0.0089131      	|
on_batch_start                     	|  4.9733e-05     	|1000           	|  0.049733       	|  0.0038923      	|
on_train_end                       	|  0.046865       	|1              	|  0.046865       	|  0.0036678      	|
on_after_backward                  	|  2.773e-05      	|1000           	|  0.02773        	|  0.0021703      	|
on_before_zero_grad                	|  2.3045e-05     	|1000           	|  0.023045       	|  0.0018036      	|
on_pretrain_routine_start          	|  0.022395       	|1              	|  0.022395       	|  0.0017527      	|
on_batch_end                       	|  1.8644e-05     	|1000           	|  0.018644       	|  0.0014592      	|
on_before_optimizer_step           	|  1.6065e-05     	|1000           	|  0.016065       	|  0.0012573      	|
on_before_backward                 	|  1.3496e-05     	|1000           	|  0.013496       	|  0.0010563      	|
configure_optimizers               	|  0.0106         	|1              	|  0.0106         	|  0.00082963     	|
training_step_end                  	|  8.8458e-06     	|1000           	|  0.0088458      	|  0.00069231     	|
on_epoch_start                     	|  1.1686e-05     	|500            	|  0.0058432      	|  0.00045731     	|
on_epoch_end                       	|  1.1529e-05     	|500            	|  0.0057644      	|  0.00045115     	|
on_train_start                     	|  0.0012895      	|1              	|  0.0012895      	|  0.00010092     	|
on_fit_end                         	|  6.0327e-05     	|1              	|  6.0327e-05     	|  4.7215e-06     	|
on_fit_start                       	|  4.5467e-05     	|1              	|  4.5467e-05     	|  3.5585e-06     	|
setup                              	|  2.5325e-05     	|1              	|  2.5325e-05     	|  1.982e-06      	|
on_before_accelerator_backend_setup	|  2.4986e-05     	|1              	|  2.4986e-05     	|  1.9555e-06     	|
on_configure_sharded_model         	|  2.2208e-05     	|1              	|  2.2208e-05     	|  1.7381e-06     	|
teardown                           	|  1.5736e-05     	|1              	|  1.5736e-05     	|  1.2315e-06     	|
on_pretrain_routine_end            	|  1.5354e-05     	|1              	|  1.5354e-05     	|  1.2017e-06     	|
prepare_data                       	|  9.0264e-06     	|1              	|  9.0264e-06     	|  7.0644e-07     	|
on_val_dataloader                  	|  7.5866e-06     	|1              	|  7.5866e-06     	|  5.9376e-07     	|
configure_sharded_model            	|  7.5046e-06     	|1              	|  7.5046e-06     	|  5.8734e-07     	|
configure_callbacks                	|  7.4022e-06     	|1              	|  7.4022e-06     	|  5.7932e-07     	|
on_train_dataloader                	|  7.2718e-06     	|1              	|  7.2718e-06     	|  5.6912e-07     	|
