FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1729.2         	|  100 %          	|
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run_training_epoch                 	|  3.4117         	|500            	|  1705.9         	|  98.648         	|
run_training_batch                 	|  0.20229        	|8000           	|  1618.3         	|  93.587         	|
training_step_and_backward         	|  0.19072        	|8000           	|  1525.8         	|  88.236         	|
model_forward                      	|  0.10811        	|8000           	|  864.86         	|  50.014         	|
training_step                      	|  0.10797        	|8000           	|  863.76         	|  49.951         	|
backward                           	|  0.082429       	|8000           	|  659.43         	|  38.135         	|
optimizer_step_with_closure_0      	|  0.24863        	|1000           	|  248.63         	|  14.378         	|
get_train_batch                    	|  0.0067847      	|8500           	|  57.67          	|  3.335          	|
fetch_next_train_batch             	|  0.006766       	|8500           	|  57.511         	|  3.3258         	|
on_train_batch_end                 	|  0.0010993      	|8000           	|  8.7946         	|  0.50859        	|
training_batch_to_device           	|  0.00023609     	|8000           	|  1.8887         	|  0.10922        	|
zero_grad                          	|  0.001355       	|1000           	|  1.355          	|  0.078359       	|
on_train_batch_start               	|  9.1767e-05     	|8000           	|  0.73414        	|  0.042455       	|
on_train_epoch_start               	|  0.00028777     	|500            	|  0.14389        	|  0.0083208      	|
on_batch_start                     	|  1.6681e-05     	|8000           	|  0.13345        	|  0.0077173      	|
on_train_epoch_end                 	|  0.00026288     	|500            	|  0.13144        	|  0.007601       	|
on_before_backward                 	|  1.323e-05      	|8000           	|  0.10584        	|  0.0061204      	|
on_batch_end                       	|  1.2861e-05     	|8000           	|  0.10289        	|  0.00595        	|
on_after_backward                  	|  1.2119e-05     	|8000           	|  0.096952       	|  0.0056066      	|
training_step_end                  	|  6.176e-06      	|8000           	|  0.049408       	|  0.0028572      	|
on_train_end                       	|  0.024051       	|1              	|  0.024051       	|  0.0013909      	|
on_pretrain_routine_start          	|  0.022637       	|1              	|  0.022637       	|  0.0013091      	|
on_before_zero_grad                	|  2.0796e-05     	|1000           	|  0.020796       	|  0.0012026      	|
on_before_optimizer_step           	|  1.3395e-05     	|1000           	|  0.013395       	|  0.00077462     	|
configure_optimizers               	|  0.0081705      	|1              	|  0.0081705      	|  0.00047249     	|
on_epoch_start                     	|  1.059e-05      	|500            	|  0.0052948      	|  0.00030619     	|
on_epoch_end                       	|  1.034e-05      	|500            	|  0.00517        	|  0.00029898     	|
on_train_start                     	|  0.00070078     	|1              	|  0.00070078     	|  4.0526e-05     	|
on_fit_end                         	|  2.2692e-05     	|1              	|  2.2692e-05     	|  1.3123e-06     	|
on_before_accelerator_backend_setup	|  2.1029e-05     	|1              	|  2.1029e-05     	|  1.2161e-06     	|
setup                              	|  2.0638e-05     	|1              	|  2.0638e-05     	|  1.1935e-06     	|
on_fit_start                       	|  1.6952e-05     	|1              	|  1.6952e-05     	|  9.8032e-07     	|
on_configure_sharded_model         	|  1.5939e-05     	|1              	|  1.5939e-05     	|  9.2174e-07     	|
teardown                           	|  1.0439e-05     	|1              	|  1.0439e-05     	|  6.0368e-07     	|
on_pretrain_routine_end            	|  1.027e-05      	|1              	|  1.027e-05      	|  5.9391e-07     	|
prepare_data                       	|  8.937e-06      	|1              	|  8.937e-06      	|  5.1682e-07     	|
configure_callbacks                	|  6.191e-06      	|1              	|  6.191e-06      	|  3.5802e-07     	|
configure_sharded_model            	|  4.8201e-06     	|1              	|  4.8201e-06     	|  2.7874e-07     	|
on_val_dataloader                  	|  4.779e-06      	|1              	|  4.779e-06      	|  2.7636e-07     	|
on_train_dataloader                	|  4.017e-06      	|1              	|  4.017e-06      	|  2.323e-07      	|
