FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  372.59         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.046         	|25             	|  351.16         	|  94.248         	|
run_training_batch                 	|  0.28972        	|1000           	|  289.72         	|  77.757         	|
optimizer_step_with_closure_0      	|  0.28583        	|1000           	|  285.83         	|  76.713         	|
training_step_and_backward         	|  0.22001        	|1000           	|  220.01         	|  59.048         	|
backward                           	|  0.10929        	|1000           	|  109.29         	|  29.333         	|
model_forward                      	|  0.10915        	|1000           	|  109.15         	|  29.294         	|
training_step                      	|  0.10895        	|1000           	|  108.95         	|  29.24          	|
get_train_batch                    	|  0.013086       	|1025           	|  13.413         	|  3.6            	|
fetch_next_train_batch             	|  0.01306        	|1025           	|  13.387         	|  3.5929         	|
on_train_batch_end                 	|  0.0027124      	|1000           	|  2.7124         	|  0.72799        	|
zero_grad                          	|  0.0015344      	|1000           	|  1.5344         	|  0.41181        	|
training_batch_to_device           	|  0.00029088     	|1000           	|  0.29088        	|  0.078068       	|
on_train_batch_start               	|  0.00011411     	|1000           	|  0.11411        	|  0.030626       	|
on_train_end                       	|  0.044241       	|1              	|  0.044241       	|  0.011874       	|
on_after_backward                  	|  2.7194e-05     	|1000           	|  0.027194       	|  0.0072987      	|
on_pretrain_routine_start          	|  0.0248         	|1              	|  0.0248         	|  0.0066559      	|
on_batch_start                     	|  2.2474e-05     	|1000           	|  0.022474       	|  0.0060318      	|
on_before_zero_grad                	|  1.7389e-05     	|1000           	|  0.017389       	|  0.0046669      	|
on_batch_end                       	|  1.646e-05      	|1000           	|  0.01646        	|  0.0044178      	|
on_before_backward                 	|  1.3364e-05     	|1000           	|  0.013364       	|  0.0035866      	|
on_before_optimizer_step           	|  1.2933e-05     	|1000           	|  0.012933       	|  0.0034711      	|
on_train_epoch_end                 	|  0.00047428     	|25             	|  0.011857       	|  0.0031823      	|
on_train_epoch_start               	|  0.00046207     	|25             	|  0.011552       	|  0.0031004      	|
configure_optimizers               	|  0.011          	|1              	|  0.011          	|  0.0029523      	|
training_step_end                  	|  7.566e-06      	|1000           	|  0.007566       	|  0.0020306      	|
on_train_start                     	|  0.0011263      	|1              	|  0.0011263      	|  0.00030229     	|
on_epoch_start                     	|  1.2889e-05     	|25             	|  0.00032223     	|  8.6483e-05     	|
on_epoch_end                       	|  1.1692e-05     	|25             	|  0.00029229     	|  7.8448e-05     	|
on_fit_start                       	|  4.6672e-05     	|1              	|  4.6672e-05     	|  1.2526e-05     	|
setup                              	|  3.1346e-05     	|1              	|  3.1346e-05     	|  8.413e-06      	|
on_fit_end                         	|  2.5339e-05     	|1              	|  2.5339e-05     	|  6.8008e-06     	|
on_before_accelerator_backend_setup	|  2.2648e-05     	|1              	|  2.2648e-05     	|  6.0784e-06     	|
on_configure_sharded_model         	|  2.2391e-05     	|1              	|  2.2391e-05     	|  6.0094e-06     	|
teardown                           	|  1.4814e-05     	|1              	|  1.4814e-05     	|  3.9758e-06     	|
on_pretrain_routine_end            	|  1.456e-05      	|1              	|  1.456e-05      	|  3.9078e-06     	|
configure_sharded_model            	|  1.1034e-05     	|1              	|  1.1034e-05     	|  2.9615e-06     	|
on_train_dataloader                	|  9.0767e-06     	|1              	|  9.0767e-06     	|  2.4361e-06     	|
prepare_data                       	|  8.896e-06      	|1              	|  8.896e-06      	|  2.3876e-06     	|
on_val_dataloader                  	|  8.5216e-06     	|1              	|  8.5216e-06     	|  2.2871e-06     	|
configure_callbacks                	|  6.2305e-06     	|1              	|  6.2305e-06     	|  1.6722e-06     	|
