FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1696.6         	|  100 %          	|
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run_training_epoch                 	|  26.565         	|63             	|  1673.6         	|  98.647         	|
run_training_batch                 	|  0.20479        	|8000           	|  1638.3         	|  96.564         	|
training_step_and_backward         	|  0.1935         	|8000           	|  1548.0         	|  91.245         	|
model_forward                      	|  0.10832        	|8000           	|  866.52         	|  51.075         	|
training_step                      	|  0.10818        	|8000           	|  865.45         	|  51.012         	|
backward                           	|  0.085003       	|8000           	|  680.02         	|  40.082         	|
optimizer_step_with_closure_0      	|  0.25333        	|1000           	|  253.33         	|  14.932         	|
get_train_batch                    	|  0.0022735      	|8063           	|  18.331         	|  1.0805         	|
fetch_next_train_batch             	|  0.0022568      	|8063           	|  18.196         	|  1.0725         	|
on_train_batch_end                 	|  0.0011054      	|8000           	|  8.8433         	|  0.52124        	|
training_batch_to_device           	|  0.00021632     	|8000           	|  1.7305         	|  0.102          	|
zero_grad                          	|  0.0013435      	|1000           	|  1.3435         	|  0.079188       	|
on_train_batch_start               	|  8.8621e-05     	|8000           	|  0.70897        	|  0.041788       	|
on_batch_start                     	|  1.5084e-05     	|8000           	|  0.12067        	|  0.0071127      	|
on_batch_end                       	|  1.2756e-05     	|8000           	|  0.10205        	|  0.0060151      	|
on_before_backward                 	|  1.2498e-05     	|8000           	|  0.09998        	|  0.005893       	|
on_after_backward                  	|  1.1589e-05     	|8000           	|  0.092713       	|  0.0054647      	|
training_step_end                  	|  5.8553e-06     	|8000           	|  0.046842       	|  0.002761       	|
on_train_end                       	|  0.024837       	|1              	|  0.024837       	|  0.0014639      	|
on_pretrain_routine_start          	|  0.023081       	|1              	|  0.023081       	|  0.0013605      	|
on_train_epoch_start               	|  0.00029724     	|63             	|  0.018726       	|  0.0011038      	|
on_train_epoch_end                 	|  0.00028922     	|63             	|  0.018221       	|  0.001074       	|
on_before_zero_grad                	|  1.4023e-05     	|1000           	|  0.014023       	|  0.00082652     	|
on_before_optimizer_step           	|  1.1827e-05     	|1000           	|  0.011827       	|  0.00069708     	|
configure_optimizers               	|  0.0084171      	|1              	|  0.0084171      	|  0.00049612     	|
on_train_start                     	|  0.00076997     	|1              	|  0.00076997     	|  4.5384e-05     	|
on_epoch_start                     	|  1.0638e-05     	|63             	|  0.00067019     	|  3.9502e-05     	|
on_epoch_end                       	|  9.96e-06       	|63             	|  0.00062748     	|  3.6985e-05     	|
setup                              	|  2.4325e-05     	|1              	|  2.4325e-05     	|  1.4338e-06     	|
on_before_accelerator_backend_setup	|  2.3104e-05     	|1              	|  2.3104e-05     	|  1.3618e-06     	|
on_fit_end                         	|  2.1289e-05     	|1              	|  2.1289e-05     	|  1.2548e-06     	|
on_fit_start                       	|  1.8034e-05     	|1              	|  1.8034e-05     	|  1.063e-06      	|
on_configure_sharded_model         	|  1.7482e-05     	|1              	|  1.7482e-05     	|  1.0304e-06     	|
teardown                           	|  1.056e-05      	|1              	|  1.056e-05      	|  6.2243e-07     	|
on_pretrain_routine_end            	|  1.042e-05      	|1              	|  1.042e-05      	|  6.1418e-07     	|
prepare_data                       	|  9.357e-06      	|1              	|  9.357e-06      	|  5.5152e-07     	|
configure_callbacks                	|  5.9111e-06     	|1              	|  5.9111e-06     	|  3.4841e-07     	|
configure_sharded_model            	|  4.618e-06      	|1              	|  4.618e-06      	|  2.7219e-07     	|
on_val_dataloader                  	|  4.539e-06      	|1              	|  4.539e-06      	|  2.6754e-07     	|
on_train_dataloader                	|  4.3681e-06     	|1              	|  4.3681e-06     	|  2.5747e-07     	|
