Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 207095.64505839348
Emissions (Co2eq in kg) 0.1557990830810083
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.444874471023843
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.8628914592325703
Consumed energy (kWh) 3.3077659302564357
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) 0.39865911673740745
Emissions (Co2eq in kg) 0.08111246098120412

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs2_lr1e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 2
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 334316

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.111037 16.200205
0.5 7.286890 7.193921
1.0 7.160775 7.133221
1.5 7.129565 7.118115
2.0 7.101973 7.128290
2.5 7.068687 7.057100
3.0 7.067994 7.080114
3.5 7.021939 7.039138
4.0 7.036175 7.046698
4.5 7.030503 7.042431
5.0 7.038539 7.033814
5.5 7.021964 7.027207
6.0 7.018128 7.021564
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Safetensors
Model size
32.5M params
Tensor type
F32
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