Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 90276.68140268326
Emissions (Co2eq in kg) 0.054627781639344
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.065763757319912
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0940371309700114
Consumed energy (kWh) 1.1598008882899309
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) 0.17378261170016526
Emissions (Co2eq in kg) 0.03535836688271761

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_7e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 7e-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 0.728247 0.231430
1 0.342061 0.254554 0.918140
2 0.220646 0.223207 0.910631
3 0.184474 0.246971 0.915317
4 0.153432 0.232123 0.917168
5 0.122925 0.258978 0.902640
6 0.091729 0.276639 0.916755
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Model size
89.7M params
Tensor type
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