Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 93541.25110316277
Emissions (Co2eq in kg) 0.0566032122534391
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.104303526778846
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0974376730563746
Consumed energy (kWh) 1.2017411998352292
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) 0.18006690837358832
Emissions (Co2eq in kg) 0.036636990015405414

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_6e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 6e-06
batch_size 8
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.722911 0.429649
1 0.350423 0.276882 0.905767
2 0.229221 0.231402 0.923674
3 0.194167 0.212692 0.925481
4 0.157965 0.227009 0.923494
5 0.129955 0.261849 0.916947
6 0.103417 0.256346 0.924370
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Model size
89.7M params
Tensor type
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