damgomz/ft_bs16_lr7_mlm

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	31470.129777431488
Emissions (Co2eq in kg)	0.0190430699900628
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.3715217473053264
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0327811335265635
Consumed energy (kWh)	0.4043028808318904
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	2
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)	0.06057999982155562
Emissions (Co2eq in kg)	0.012325800829494

Note

20 May 2024

My Config

Config	Value
checkpoint	damgomz/ThunBERT_bs16_lr5_MLM
model_name	ft_bs16_lr7_mlm
sequence_length	400
num_epoch	15
learning_rate	5e-07
batch_size	16
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	81450

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.628769	0.554894	0.730486	0.842025
1	0.510461	0.486829	0.763623	0.797546
2	0.449970	0.445788	0.786451	0.888037
3	0.410732	0.416862	0.807806	0.884969
4	0.380523	0.396044	0.812960	0.872699
5	0.359862	0.388476	0.820324	0.909509
6	0.342461	0.369396	0.834315	0.874233
7	0.330469	0.362060	0.840943	0.861963
8	0.319533	0.359950	0.840943	0.889571
9	0.310329	0.358102	0.843888	0.892638
10	0.300148	0.363338	0.840206	0.904908
11	0.291830	0.362882	0.830633	0.791411
12	0.285529	0.354668	0.840206	0.849693
13	0.277152	0.358292	0.837261	0.823620
14	0.264916	0.364439	0.844624	0.897239