damgomz/ft_bs16_lr7

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	42598.64004707336
Emissions (Co2eq in kg)	0.0257771129576743
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.5028998541591901
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0443733026246229
Consumed energy (kWh)	0.5472731567838127
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)	0.08200238209061621
Emissions (Co2eq in kg)	0.0166844673517704

Note

20 May 2024

My Config

Config	Value
checkpoint	damgomz/ThunBERT_bs32_lr5
model_name	ft_bs16_lr7
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	0.654002	0.604516	0.701031	0.799080
1	0.560526	0.529649	0.743741	0.860429
2	0.490023	0.481244	0.774669	0.878834
3	0.441199	0.436625	0.800442	0.819018
4	0.401051	0.410194	0.814433	0.866564
5	0.373274	0.389619	0.816642	0.851227
6	0.351502	0.375469	0.826951	0.863497
7	0.329992	0.371812	0.832106	0.826687
8	0.314654	0.368712	0.836524	0.848160
9	0.299517	0.373897	0.837261	0.878834
10	0.287029	0.372418	0.836524	0.860429
11	0.273394	0.375212	0.835788	0.822086
12	0.258898	0.379667	0.840206	0.852761
13	0.245673	0.387852	0.840943	0.865031
14	0.230148	0.401220	0.838733	0.880368