Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 69713.04002213478
Emissions (Co2eq in kg) 0.0421844489348181
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8229996993341391
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0726171439349648
Consumed energy (kWh) 0.8956168432691057
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) 0.13419760204260944
Emissions (Co2eq in kg) 0.027304274008669457

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_1e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 1e-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 0.742028 0.340079
1 0.396679 0.307846 0.897846
2 0.261918 0.254974 0.899716
3 0.216871 0.234497 0.897209
4 0.189439 0.235225 0.896205
5 0.167625 0.231840 0.916506
6 0.147355 0.231554 0.903119
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Model size
32.9M params
Tensor type
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