training model oct11-i64-re1-lr05 on imagenet64


Restoring vae from gs://rewon/vaes/oct11-i64/latest-model.th


Restoring swa vae from gs://rewon/vaes/oct11-i64/latest-model-ema.th


starting at epoch 132 iterate 1320000 eval loss 2.3909541093386135


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1320000.png


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1320001.png


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1320008.png


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printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1324096.png


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1328192.png


Saving model@ 1330000 to /root/vaes/oct11-i64-re1-lr05/latest


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1330000.png


Saving model@ 1340000 to /root/vaes/oct11-i64-re1-lr05/latest


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1340000.png


Saving model@ 1350000 to /root/vaes/oct11-i64-re1-lr05/latest


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1350000.png


Saving model@ 1360000 to /root/vaes/oct11-i64-re1-lr05/latest


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1360000.png


Saving model@ 1370000 to /root/vaes/oct11-i64-re1-lr05/latest


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1370000.png


Saving model@ 1380000 to /root/vaes/oct11-i64-re1-lr05/latest


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1380000.png


Saving model@ 1390000 to /root/vaes/oct11-i64-re1-lr05/latest


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1390000.png


Saving model@ 1400000 to /root/vaes/oct11-i64-re1-lr05/latest


printing samples to /root/vaes/oct11-i64-re1-lr05/samples-1400000.png


Saving model@ 1410000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1420000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1440000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1450000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1460000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1470000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1480000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1490000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1500000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1530000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1540000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1550000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1560000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1570000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1580000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1590000 to /root/vaes/oct11-i64-re1-lr05/latest


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Saving model@ 1600000 to /root/vaes/oct11-i64-re1-lr05/latest