FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1423.3         	|  100 %          	|
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run_training_epoch                 	|  2.8082         	|500            	|  1404.1         	|  98.652         	|
run_training_batch                 	|  0.38979        	|1000           	|  389.79         	|  27.386         	|
optimizer_step_with_closure_0      	|  0.38684        	|1000           	|  386.84         	|  27.179         	|
training_step_and_backward         	|  0.28102        	|1000           	|  281.02         	|  19.744         	|
get_train_batch                    	|  0.10749        	|1500           	|  161.23         	|  11.328         	|
fetch_next_train_batch             	|  0.10745        	|1500           	|  161.17         	|  11.324         	|
model_forward                      	|  0.15236        	|1000           	|  152.36         	|  10.705         	|
training_step                      	|  0.15215        	|1000           	|  152.15         	|  10.69          	|
backward                           	|  0.12704        	|1000           	|  127.04         	|  8.9256         	|
on_train_batch_end                 	|  0.0020387      	|1000           	|  2.0387         	|  0.14324        	|
zero_grad                          	|  0.0015765      	|1000           	|  1.5765         	|  0.11077        	|
training_batch_to_device           	|  0.0006194      	|1000           	|  0.6194         	|  0.043519       	|
on_train_epoch_start               	|  0.00033513     	|500            	|  0.16757        	|  0.011773       	|
on_train_epoch_end                 	|  0.00033328     	|500            	|  0.16664        	|  0.011708       	|
on_train_batch_start               	|  0.00010889     	|1000           	|  0.10889        	|  0.0076507      	|
on_train_end                       	|  0.046589       	|1              	|  0.046589       	|  0.0032733      	|
on_batch_start                     	|  4.2533e-05     	|1000           	|  0.042533       	|  0.0029883      	|
on_pretrain_routine_start          	|  0.024262       	|1              	|  0.024262       	|  0.0017047      	|
on_after_backward                  	|  2.2606e-05     	|1000           	|  0.022606       	|  0.0015883      	|
on_before_zero_grad                	|  2.1377e-05     	|1000           	|  0.021377       	|  0.0015019      	|
on_before_optimizer_step           	|  1.6091e-05     	|1000           	|  0.016091       	|  0.0011306      	|
on_batch_end                       	|  1.5579e-05     	|1000           	|  0.015579       	|  0.0010946      	|
on_before_backward                 	|  1.4092e-05     	|1000           	|  0.014092       	|  0.00099011     	|
configure_optimizers               	|  0.011479       	|1              	|  0.011479       	|  0.00080652     	|
training_step_end                  	|  8.7749e-06     	|1000           	|  0.0087749      	|  0.00061652     	|
on_epoch_end                       	|  1.1241e-05     	|500            	|  0.0056204      	|  0.00039488     	|
on_epoch_start                     	|  1.101e-05      	|500            	|  0.0055049      	|  0.00038677     	|
on_train_start                     	|  0.0025528      	|1              	|  0.0025528      	|  0.00017936     	|
on_fit_end                         	|  6.0016e-05     	|1              	|  6.0016e-05     	|  4.2167e-06     	|
on_fit_start                       	|  4.3549e-05     	|1              	|  4.3549e-05     	|  3.0597e-06     	|
on_before_accelerator_backend_setup	|  2.6958e-05     	|1              	|  2.6958e-05     	|  1.8941e-06     	|
setup                              	|  2.1923e-05     	|1              	|  2.1923e-05     	|  1.5403e-06     	|
on_configure_sharded_model         	|  2.1793e-05     	|1              	|  2.1793e-05     	|  1.5312e-06     	|
on_pretrain_routine_end            	|  1.5931e-05     	|1              	|  1.5931e-05     	|  1.1193e-06     	|
teardown                           	|  1.3929e-05     	|1              	|  1.3929e-05     	|  9.7863e-07     	|
prepare_data                       	|  8.4881e-06     	|1              	|  8.4881e-06     	|  5.9637e-07     	|
configure_callbacks                	|  8.1938e-06     	|1              	|  8.1938e-06     	|  5.7569e-07     	|
on_val_dataloader                  	|  6.9197e-06     	|1              	|  6.9197e-06     	|  4.8617e-07     	|
configure_sharded_model            	|  6.7446e-06     	|1              	|  6.7446e-06     	|  4.7387e-07     	|
on_train_dataloader                	|  5.8822e-06     	|1              	|  5.8822e-06     	|  4.1328e-07     	|
