FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1696.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.559         	|63             	|  1673.2         	|  98.605         	|
run_training_batch                 	|  0.20474        	|8000           	|  1637.9         	|  96.521         	|
training_step_and_backward         	|  0.19333        	|8000           	|  1546.6         	|  91.142         	|
model_forward                      	|  0.10836        	|8000           	|  866.89         	|  51.086         	|
training_step                      	|  0.10823        	|8000           	|  865.82         	|  51.023         	|
backward                           	|  0.084783       	|8000           	|  678.26         	|  39.97          	|
optimizer_step_with_closure_0      	|  0.2532         	|1000           	|  253.2          	|  14.921         	|
get_train_batch                    	|  0.002296       	|8063           	|  18.513         	|  1.091          	|
fetch_next_train_batch             	|  0.002279       	|8063           	|  18.376         	|  1.0829         	|
on_train_batch_end                 	|  0.0010903      	|8000           	|  8.7221         	|  0.51399        	|
training_batch_to_device           	|  0.00021566     	|8000           	|  1.7253         	|  0.10167        	|
zero_grad                          	|  0.0013138      	|1000           	|  1.3138         	|  0.077421       	|
on_train_batch_start               	|  8.9656e-05     	|8000           	|  0.71725        	|  0.042268       	|
on_batch_start                     	|  1.4505e-05     	|8000           	|  0.11604        	|  0.0068381      	|
on_batch_end                       	|  1.393e-05      	|8000           	|  0.11144        	|  0.006567       	|
on_before_backward                 	|  1.302e-05      	|8000           	|  0.10416        	|  0.0061383      	|
on_after_backward                  	|  1.144e-05      	|8000           	|  0.091521       	|  0.0053934      	|
training_step_end                  	|  5.9264e-06     	|8000           	|  0.047411       	|  0.0027939      	|
on_train_end                       	|  0.025786       	|1              	|  0.025786       	|  0.0015196      	|
on_pretrain_routine_start          	|  0.022798       	|1              	|  0.022798       	|  0.0013435      	|
on_train_epoch_start               	|  0.00029518     	|63             	|  0.018597       	|  0.0010959      	|
on_train_epoch_end                 	|  0.00028319     	|63             	|  0.017841       	|  0.0010514      	|
on_before_zero_grad                	|  1.4989e-05     	|1000           	|  0.014989       	|  0.00088328     	|
on_before_optimizer_step           	|  1.2223e-05     	|1000           	|  0.012223       	|  0.00072029     	|
configure_optimizers               	|  0.0084862      	|1              	|  0.0084862      	|  0.0005001      	|
on_train_start                     	|  0.00081196     	|1              	|  0.00081196     	|  4.7849e-05     	|
on_epoch_start                     	|  1.0771e-05     	|63             	|  0.00067854     	|  3.9987e-05     	|
on_epoch_end                       	|  1.0285e-05     	|63             	|  0.00064793     	|  3.8183e-05     	|
on_before_accelerator_backend_setup	|  2.3775e-05     	|1              	|  2.3775e-05     	|  1.4011e-06     	|
on_fit_end                         	|  2.2212e-05     	|1              	|  2.2212e-05     	|  1.309e-06      	|
setup                              	|  2.2041e-05     	|1              	|  2.2041e-05     	|  1.2989e-06     	|
on_fit_start                       	|  1.7704e-05     	|1              	|  1.7704e-05     	|  1.0433e-06     	|
on_configure_sharded_model         	|  1.5579e-05     	|1              	|  1.5579e-05     	|  9.1807e-07     	|
teardown                           	|  9.8681e-06     	|1              	|  9.8681e-06     	|  5.8153e-07     	|
on_pretrain_routine_end            	|  9.4869e-06     	|1              	|  9.4869e-06     	|  5.5907e-07     	|
prepare_data                       	|  8.486e-06      	|1              	|  8.486e-06      	|  5.0008e-07     	|
configure_callbacks                	|  6.1721e-06     	|1              	|  6.1721e-06     	|  3.6372e-07     	|
on_val_dataloader                  	|  4.8189e-06     	|1              	|  4.8189e-06     	|  2.8398e-07     	|
configure_sharded_model            	|  4.7979e-06     	|1              	|  4.7979e-06     	|  2.8274e-07     	|
on_train_dataloader                	|  4.458e-06      	|1              	|  4.458e-06      	|  2.6271e-07     	|
