damgomz/ft_bs64_lr6_base

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	11538.003197193146
Emissions (Co2eq in kg)	0.0075479190670361
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	7.5
CPU energy (kWh)	0.1362123195265731
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0240373368933796
Consumed energy (kWh)	0.1602496564199525
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	3
CPU model	Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
GPU count	nan
GPU model	nan

Environmental Impact (for one core)

Metric	Value
CPU energy (kWh)	0.022210656154596806
Emissions (Co2eq in kg)	0.004519051252233982

Note

17 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs64_lr6_base
sequence_length	400
num_epoch	6
learning_rate	5e-06
batch_size	64
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	32580

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.528595	0.432751	0.808542	0.797546
1	0.385116	0.376983	0.843152	0.911043
2	0.327269	0.355248	0.854934	0.891104
3	0.274044	0.376667	0.828424	0.789877
4	0.194716	0.433947	0.815169	0.811350
5	0.140480	0.483331	0.804124	0.796012