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logs/csv/CP_Training_log10_config.txt ADDED
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+ Configuration (bluscriptCP):
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+ d_model: 1536
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+ n_layers: 36
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+ q_heads: 12
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+ kv_heads: 4 (G=3, head_dim=128)
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+ ffn_hidden: 4096
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+ context_length: 4096
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+ vocab_size: 50304 (tying=0)
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+ B: 2
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+ T: 4096
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+ world_size: 2 (dp=2 x cp=1)
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+ CP_ATTN_MODE: ring (load_balance=HeadTail)
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+ global_batch: 524288
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+ grad_accum_steps: 32
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+ Parameters: 1060624896
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+ Parameters per GPU: 1060624896
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+ Max Learning Rate: 0.001
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+ Min Learning Rate: 0.0001
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+ max_steps: 1002
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+ warmup_steps: 1
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+ checkpointing: 0
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+ run: 10
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+ GPU Memory Used (rank 0): 27170.9 MB / 143155.9 MB
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799
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802
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803
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804
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807
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808
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810
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811
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812
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813
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814
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815
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816
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817
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818
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819
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820
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821
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822
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823
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824
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825
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826
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827
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828
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829
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830
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831
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832
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833
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834
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835
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836
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837
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838
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839
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840
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841
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842
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843
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844
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845
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846
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847
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848
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849
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850
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851
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852
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853
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854
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855
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856
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857
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858
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859
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860
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861
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862
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863
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864
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865
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866
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867
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868
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869
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870
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871
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872
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873
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874
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875
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876
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877
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878
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879
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880
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881
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882
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883
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884
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885
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886
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887
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888
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889
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890
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891
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892
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893
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894
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895
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896
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897
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898
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899
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900
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901
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902
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903
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904
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905
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906
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907
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908
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909
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910
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911
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912
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913
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914
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915
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916
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917
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918
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919
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920
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921
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922
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923
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924
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925
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926
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927
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928
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929
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930
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931
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932
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933
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934
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935
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936
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937
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938
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939
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940
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941
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942
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943
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944
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945
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946
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947
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948
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949
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950
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951
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952
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953
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954
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955
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956
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957
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958
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959
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960
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961
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962
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963
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964
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965
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966
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967
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968
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969
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970
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971
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972
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973
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974
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975
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976
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977
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978
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979
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980
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981
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982
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983
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984
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985
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986
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987
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988
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991
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992
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993
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994
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995
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996
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997
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998
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999
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1000
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1001
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logs/csv/CP_Training_log9.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ step,train_loss,val_loss,lr,grad_norm,dt_ms,tok_per_sec,timer_data,timer_fwd,timer_loss,timer_bwd,timer_clip,timer_optim,mem_gpu_mb
2
+ 0,11.091398,-1.000000,0.001000,19.279182,8030.833008,130568.771506,8.701376,3881.846298,16.530784,4023.512527,0.003360,63.372448,94444.937500
3
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logs/csv/CP_Training_log9_config.txt ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Configuration (bluscriptCP):
2
+ d_model: 1536
3
+ n_layers: 36
4
+ q_heads: 12
5
+ kv_heads: 4 (G=3, head_dim=128)
6
+ ffn_hidden: 4096
7
+ context_length: 4096
8
+ vocab_size: 50304 (tying=0)
9
+ B: 4
10
+ T: 4096
11
+ world_size: 4 (dp=4 x cp=1)
12
+ CP_ATTN_MODE: ring (load_balance=HeadTail)
13
+ global_batch: 1048576
14
+ grad_accum_steps: 16
15
+ Parameters: 1060624896
16
+ Parameters per GPU: 1060624896
17
+ Max Learning Rate: 0.001
18
+ Min Learning Rate: 0.0001
19
+ max_steps: 2
20
+ warmup_steps: 1
21
+ checkpointing: 0
22
+ run: 9
23
+ GPU Memory Used (rank 0): 20906.9 MB / 143155.9 MB