damgomz/ft_bs16_lr7_base_x2

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	36881.51029586792
Emissions (Co2eq in kg)	0.0226794872442836
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	4.500000000000001
CPU energy (kWh)	0.4354060074516468
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0461015453451873
Consumed energy (kWh)	0.4815075527968334
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)	0.07099690731954574
Emissions (Co2eq in kg)	0.014445258199214933

Note

17 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs16_lr7_base_x2
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	0.588079	0.517896	0.740059	0.863497
1	0.477829	0.460693	0.781296	0.848160
2	0.429019	0.428960	0.805596	0.881902
3	0.391332	0.404802	0.807806	0.832822
4	0.368315	0.398500	0.819588	0.863497
5	0.350588	0.389129	0.821060	0.863497
6	0.335994	0.382235	0.822533	0.874233
7	0.324425	0.373543	0.834315	0.838957
8	0.310990	0.373090	0.831370	0.854294
9	0.300017	0.368493	0.834315	0.849693
10	0.286613	0.377919	0.832842	0.872699
11	0.275215	0.370514	0.836524	0.831288
12	0.260308	0.383199	0.834315	0.872699
13	0.249657	0.378506	0.837997	0.842025
14	0.234344	0.385054	0.834315	0.835890