Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 138817.0956351757
Emissions (Co2eq in kg) 0.1044327836404182
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.638809738852085
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.5783997395118072
Consumed energy (kWh) 2.2172094783639045
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
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) 0.26722290909771323
Emissions (Co2eq in kg) 0.05437002912377715

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs32_lr2e4_x1
sequence_length 400
num_epoch 6
learning_rate 0.0002
batch_size 32
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 20690

Training and Testing steps

Epoch Train Loss Test Loss
0.0 11.116397 4.456636
0.5 3.245262 3.119410
1.0 3.001091 2.977144
1.5 2.862351 2.851705
2.0 2.757141 2.760984
2.5 2.654900 2.670024
3.0 2.579588 2.623141
3.5 2.508212 2.535339
4.0 2.419982 2.467249
4.5 2.364582 2.412554
5.0 2.297081 2.338103
5.5 2.235494 2.297773
6.0 2.189370 2.257703
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Model size
11.2M params
Tensor type
F32
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