FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1765.5         	|  100 %          	|
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run_training_epoch                 	|  3.4838         	|500            	|  1741.9         	|  98.663         	|
run_training_batch                 	|  0.2068         	|8000           	|  1654.4         	|  93.709         	|
training_step_and_backward         	|  0.19537        	|8000           	|  1562.9         	|  88.525         	|
model_forward                      	|  0.10914        	|8000           	|  873.13         	|  49.455         	|
training_step                      	|  0.109          	|8000           	|  872.03         	|  49.392         	|
backward                           	|  0.086032       	|8000           	|  688.26         	|  38.983         	|
optimizer_step_with_closure_0      	|  0.25507        	|1000           	|  255.07         	|  14.447         	|
get_train_batch                    	|  0.0067871      	|8500           	|  57.691         	|  3.2676         	|
fetch_next_train_batch             	|  0.0067679      	|8500           	|  57.527         	|  3.2584         	|
on_train_batch_end                 	|  0.0010968      	|8000           	|  8.7742         	|  0.49698        	|
training_batch_to_device           	|  0.00023453     	|8000           	|  1.8763         	|  0.10627        	|
zero_grad                          	|  0.0013826      	|1000           	|  1.3826         	|  0.078312       	|
on_train_batch_start               	|  9.0968e-05     	|8000           	|  0.72774        	|  0.04122        	|
on_train_epoch_start               	|  0.00029214     	|500            	|  0.14607        	|  0.0082734      	|
on_batch_start                     	|  1.6709e-05     	|8000           	|  0.13367        	|  0.0075714      	|
on_train_epoch_end                 	|  0.00025931     	|500            	|  0.12966        	|  0.0073439      	|
on_before_backward                 	|  1.4155e-05     	|8000           	|  0.11324        	|  0.0064139      	|
on_batch_end                       	|  1.3422e-05     	|8000           	|  0.10738        	|  0.006082       	|
on_after_backward                  	|  1.1562e-05     	|8000           	|  0.092495       	|  0.005239       	|
training_step_end                  	|  6.3821e-06     	|8000           	|  0.051057       	|  0.0028919      	|
on_train_end                       	|  0.024115       	|1              	|  0.024115       	|  0.0013659      	|
on_pretrain_routine_start          	|  0.022691       	|1              	|  0.022691       	|  0.0012853      	|
on_before_zero_grad                	|  2.0283e-05     	|1000           	|  0.020283       	|  0.0011488      	|
on_before_optimizer_step           	|  1.5407e-05     	|1000           	|  0.015407       	|  0.00087265     	|
configure_optimizers               	|  0.0084198      	|1              	|  0.0084198      	|  0.00047691     	|
on_epoch_start                     	|  1.084e-05      	|500            	|  0.0054202      	|  0.000307       	|
on_epoch_end                       	|  1.0267e-05     	|500            	|  0.0051333      	|  0.00029076     	|
on_train_start                     	|  0.00090781     	|1              	|  0.00090781     	|  5.1419e-05     	|
on_fit_end                         	|  2.4676e-05     	|1              	|  2.4676e-05     	|  1.3977e-06     	|
on_before_accelerator_backend_setup	|  2.2452e-05     	|1              	|  2.2452e-05     	|  1.2717e-06     	|
setup                              	|  1.9496e-05     	|1              	|  1.9496e-05     	|  1.1043e-06     	|
on_configure_sharded_model         	|  1.7563e-05     	|1              	|  1.7563e-05     	|  9.9479e-07     	|
on_fit_start                       	|  1.6421e-05     	|1              	|  1.6421e-05     	|  9.3011e-07     	|
teardown                           	|  1.0259e-05     	|1              	|  1.0259e-05     	|  5.8109e-07     	|
on_pretrain_routine_end            	|  9.798e-06      	|1              	|  9.798e-06      	|  5.5497e-07     	|
prepare_data                       	|  7.625e-06      	|1              	|  7.625e-06      	|  4.3189e-07     	|
configure_callbacks                	|  6.5118e-06     	|1              	|  6.5118e-06     	|  3.6883e-07     	|
on_val_dataloader                  	|  4.7081e-06     	|1              	|  4.7081e-06     	|  2.6667e-07     	|
configure_sharded_model            	|  4.638e-06      	|1              	|  4.638e-06      	|  2.627e-07      	|
on_train_dataloader                	|  4.4289e-06     	|1              	|  4.4289e-06     	|  2.5086e-07     	|
