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(jukebox) ubuntu@ip-10-0-0-80:~/jukebox$ python jukebox/sample.py --model=5b_lyrics --name=sample_5b_prompted --levels=3 --mode=primed --audio_file=carnaza2.wav --prompt_length_in_seconds=12 --sample_length_in_seconds=20 --total_sample_length_in_seconds=180 --sr=44100 --n_samples=6 --hop_fraction=0.5,0.5,0.125
Using cuda True
{'name': 'sample_5b_prompted', 'levels': 3, 'sample_length_in_seconds': 20, 'total_sample_length_in_seconds': 180, 'sr': 44100, 'n_samples': 6, 'hop_fraction': (0.5, 0.5, 0.125)}
Setting sample length to 881920 (i.e. 19.998185941043083 seconds) to be multiple of 128
Downloading from azure
Restored from /home/ubuntu/.cache/jukebox/models/5b/vqvae.pth.tar
0: Loading vqvae in eval mode
Conditioning on 1 above level(s)
Checkpointing convs
Checkpointing convs
Loading artist IDs from /home/ubuntu/jukebox/jukebox/data/ids/v2_artist_ids.txt
Loading artist IDs from /home/ubuntu/jukebox/jukebox/data/ids/v2_genre_ids.txt
Level:0, Cond downsample:4, Raw to tokens:8, Sample length:65536
Downloading from azure
Restored from /home/ubuntu/.cache/jukebox/models/5b/prior_level_0.pth.tar
0: Loading prior in eval mode
Conditioning on 1 above level(s)
Checkpointing convs
Checkpointing convs
Loading artist IDs from /home/ubuntu/jukebox/jukebox/data/ids/v2_artist_ids.txt
Loading artist IDs from /home/ubuntu/jukebox/jukebox/data/ids/v2_genre_ids.txt
Level:1, Cond downsample:4, Raw to tokens:32, Sample length:262144
Downloading from azure
Restored from /home/ubuntu/.cache/jukebox/models/5b/prior_level_1.pth.tar
0: Loading prior in eval mode
Loading artist IDs from /home/ubuntu/jukebox/jukebox/data/ids/v2_artist_ids.txt
Loading artist IDs from /home/ubuntu/jukebox/jukebox/data/ids/v2_genre_ids.txt
Level:2, Cond downsample:None, Raw to tokens:128, Sample length:1048576
0: Converting to fp16 params
Downloading from azure
Restored from /home/ubuntu/.cache/jukebox/models/5b_lyrics/prior_level_2.pth.tar
0: Loading prior in eval mode
Sampling level 2
Sampling 8192 tokens for [2832,11024]. Conditioning on 1302 tokens
Primed sampling 3 samples with temp=0.99, top_k=0, top_p=0.0
82/82 [00:09<00:00,  8.65it/s]
6890/6890 [10:10<00:00, 11.29it/s]
Primed sampling 3 samples with temp=0.99, top_k=0, top_p=0.0
82/82 [00:09<00:00,  8.66it/s]
2730/6890 [04:05<06:14, 11.12it/s]te
6890/6890 [10:20<00:00, 11.11it/s]
Sampling level 1
Sampling 8192 tokens for [0,8192]. Conditioning on 8192 tokens
Sampling 8192 tokens for [4096,12288]. Conditioning on 8192 tokens
Sampling 8192 tokens for [8192,16384]. Conditioning on 8192 tokens
Sampling 8192 tokens for [12288,20480]. Conditioning on 4248 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
133/133 [00:14<00:00,  8.93it/s]
3944/3944 [05:38<00:00, 11.65it/s]
Sampling 8192 tokens for [16384,24576]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.92it/s]
4096/4096 [05:52<00:00, 11.61it/s]
Sampling 8192 tokens for [19368,27560]. Conditioning on 5208 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
163/163 [00:18<00:00,  8.95it/s]
2984/2984 [04:16<00:00, 11.65it/s]
Sampling level 0
Sampling 8192 tokens for [0,8192]. Conditioning on 8192 tokens
Sampling 8192 tokens for [4096,12288]. Conditioning on 8192 tokens
Sampling 8192 tokens for [8192,16384]. Conditioning on 8192 tokens
Sampling 8192 tokens for [12288,20480]. Conditioning on 8192 tokens
Sampling 8192 tokens for [16384,24576]. Conditioning on 8192 tokens
Sampling 8192 tokens for [20480,28672]. Conditioning on 8192 tokens
Sampling 8192 tokens for [24576,32768]. Conditioning on 8192 tokens
Sampling 8192 tokens for [28672,36864]. Conditioning on 8192 tokens
Sampling 8192 tokens for [32768,40960]. Conditioning on 8192 tokens
Sampling 8192 tokens for [36864,45056]. Conditioning on 8192 tokens
Sampling 8192 tokens for [40960,49152]. Conditioning on 8192 tokens
Sampling 8192 tokens for [45056,53248]. Conditioning on 8192 tokens
Sampling 8192 tokens for [49152,57344]. Conditioning on 8192 tokens
Sampling 8192 tokens for [53248,61440]. Conditioning on 8192 tokens
Sampling 8192 tokens for [57344,65536]. Conditioning on 8192 tokens
Sampling 8192 tokens for [61440,69632]. Conditioning on 4704 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
147/147 [00:16<00:00,  8.93it/s]
3488/3488 [05:01<00:00, 11.55it/s]
Sampling 8192 tokens for [65536,73728]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.94it/s]
4096/4096 [05:50<00:00, 11.69it/s]
Sampling 8192 tokens for [69632,77824]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.97it/s]
4096/4096 [05:51<00:00, 11.66it/s]
Sampling 8192 tokens for [73728,81920]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.97it/s]
4096/4096 [05:51<00:00, 11.65it/s]
Sampling 8192 tokens for [77824,86016]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.95it/s]
4096/4096 [05:51<00:00, 11.66it/s]
Sampling 8192 tokens for [81920,90112]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.98it/s]
4096/4096 [05:52<00:00, 11.63it/s]
Sampling 8192 tokens for [86016,94208]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.94it/s]
4096/4096 [05:50<00:00, 11.68it/s]
Sampling 8192 tokens for [90112,98304]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.92it/s]
4096/4096 [05:51<00:00, 11.65it/s]
Sampling 8192 tokens for [94208,102400]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.95it/s]
4096/4096 [05:50<00:00, 11.70it/s]
Sampling 8192 tokens for [98304,106496]. Conditioning on 4096 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
128/128 [00:14<00:00,  8.94it/s]
4096/4096 [05:50<00:00, 11.67it/s]
Sampling 8192 tokens for [102048,110240]. Conditioning on 4448 tokens
Primed sampling 6 samples with temp=0.99, top_k=0, top_p=0.0
139/139 [00:15<00:00,  8.95it/s]
3744/3744 [05:20<00:00, 11.66it/s]
(jukebox) ubuntu@ip-10-0-0-80:~/jukebox$ date
Fri Jan 27 12:20:55 UTC 2023

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