Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 290982.1726658344
Emissions (Co2eq in kg) 0.2189072382972463
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 3.4351988377003218
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.2124145526150882
Consumed energy (kWh) 4.647613390315415
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) 0.5601406823817313
Emissions (Co2eq in kg) 0.11396801762745182

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs1_lr1e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 1
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 655808

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.562078 16.423757
0.5 7.421368 7.379817
1.0 7.322470 7.279554
1.5 7.208420 7.173460
2.0 7.159129 7.143108
2.5 7.127172 7.118263
3.0 7.074990 7.113850
3.5 7.079543 7.087865
4.0 7.099558 7.083291
4.5 7.095260 7.105751
5.0 7.096024 7.094227
5.5 7.088500 7.084025
6.0 7.079564 7.080659
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Model size
32.5M params
Tensor type
F32
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