Upload 8 files
Browse files- checkpoints/uqdm-big/checkpoint.pt +3 -0
- checkpoints/uqdm-big/config.json +45 -0
- checkpoints/uqdm-medium/checkpoint.pt +3 -0
- checkpoints/uqdm-medium/config.json +45 -0
- checkpoints/uqdm-small/checkpoint.pt +3 -0
- checkpoints/uqdm-small/config.json +45 -0
- checkpoints/uqdm-tiny/checkpoint.pt +3 -0
- checkpoints/uqdm-tiny/config.json +45 -0
checkpoints/uqdm-big/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:44d51e7933a76db667bd2c308ced7b93248fe76c02a9d4da1652bae58991f7d2
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size 3803823283
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checkpoints/uqdm-big/config.json
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{
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"restore_ckpt": "checkpoint.pt",
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"model": {
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"n_timesteps": 4,
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"prior_type": "logistic",
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"learned_prior_scale": true,
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"base_prior_scale": "forward_kernel",
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"noise_schedule": "learned_linear",
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"fix_gamma_max": true,
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"gamma_min": -12.3,
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"gamma_max": 6.0,
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"attention_everywhere": false,
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"use_fourier_features": true,
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"ema_rate": 0.9999,
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"n_attention_heads": 1,
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"n_channels": 3,
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"vocab_size": 256,
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"embedding_dim": 256,
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"n_blocks": 64,
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"norm_groups": 32,
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"dropout_prob": 0.0
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},
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"training": {
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"n_steps": 500000,
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"log_metrics_every_steps": 1000,
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"checkpoint_every_steps": 10000,
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"eval_every_steps": 10000,
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"eval_steps_to_run": 50
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},
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"optim": {
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"weight_decay": 0,
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"beta1": 0.9,
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"eps": 1e-08,
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"warmup": 1000,
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"lr": 0.0002,
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"grad_clip_norm": 1.0
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},
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"data": {
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"shuffle": false,
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"pin_memory": true,
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"batch_size": 2,
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"num_workers": 1,
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"data_spec": "imagenet"
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}
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}
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checkpoints/uqdm-medium/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4326f9460bd41311a340e2c7b2decce04c2412a093cab592d2572fba05622c7d
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size 1955363955
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checkpoints/uqdm-medium/config.json
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{
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"restore_ckpt": "checkpoint.pt",
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"model": {
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"n_timesteps": 4,
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"prior_type": "logistic",
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"learned_prior_scale": true,
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"base_prior_scale": "forward_kernel",
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"noise_schedule": "learned_linear",
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"fix_gamma_max": true,
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"gamma_min": -12.3,
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"gamma_max": 6.0,
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"attention_everywhere": false,
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"use_fourier_features": true,
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"ema_rate": 0.9999,
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"n_attention_heads": 1,
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"n_channels": 3,
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"vocab_size": 256,
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"embedding_dim": 256,
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"n_blocks": 32,
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"norm_groups": 32,
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"dropout_prob": 0.0
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},
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"training": {
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"n_steps": 500000,
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"log_metrics_every_steps": 1000,
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"checkpoint_every_steps": 10000,
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"eval_every_steps": 10000,
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"eval_steps_to_run": 50
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},
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"optim": {
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"weight_decay": 0,
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"beta1": 0.9,
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"eps": 1e-08,
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"warmup": 1000,
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"lr": 0.0002,
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"grad_clip_norm": 1.0
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},
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"data": {
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"shuffle": false,
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"pin_memory": true,
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"batch_size": 2,
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"num_workers": 1,
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"data_spec": "imagenet"
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}
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}
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checkpoints/uqdm-small/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:339fa93762cb34f253118c3f8e058f2ecb8aacea93746b94c8e7182779a4f497
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size 36126963
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checkpoints/uqdm-small/config.json
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{
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"restore_ckpt": "checkpoint.pt",
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"model": {
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"n_timesteps": 4,
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"prior_type": "logistic",
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"learned_prior_scale": true,
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"base_prior_scale": "forward_kernel",
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"noise_schedule": "learned_linear",
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"fix_gamma_max": true,
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"gamma_min": -12.3,
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"gamma_max": 6.0,
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"attention_everywhere": false,
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"use_fourier_features": true,
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"ema_rate": 0.9999,
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"n_attention_heads": 1,
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"n_channels": 3,
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"vocab_size": 256,
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"embedding_dim": 64,
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"n_blocks": 8,
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"norm_groups": 16,
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"dropout_prob": 0.0
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},
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"training": {
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"n_steps": 500000,
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"log_metrics_every_steps": 1000,
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"checkpoint_every_steps": 10000,
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"eval_every_steps": 10000,
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"eval_steps_to_run": 50
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},
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"optim": {
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"weight_decay": 0,
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"beta1": 0.9,
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"eps": 1e-08,
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"warmup": 1000,
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"lr": 0.0002,
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"grad_clip_norm": 1.0
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},
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"data": {
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"shuffle": false,
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"pin_memory": true,
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"batch_size": 2,
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"num_workers": 1,
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"data_spec": "imagenet"
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}
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}
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checkpoints/uqdm-tiny/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:52644fcb40135471a2d2b526ea67ccb888425b472e8f889117fbee0ede428637
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size 2781146
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checkpoints/uqdm-tiny/config.json
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{
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"restore_ckpt": "checkpoint.pt",
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"model": {
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"n_timesteps": 4,
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"prior_type": "logistic",
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"learned_prior_scale": true,
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"base_prior_scale": "forward_kernel",
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"noise_schedule": "learned_linear",
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"fix_gamma_max": true,
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"gamma_min": -12.3,
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"gamma_max": 6.0,
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"attention_everywhere": false,
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"use_fourier_features": true,
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"ema_rate": 0.9999,
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"n_attention_heads": 1,
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"n_channels": 3,
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"vocab_size": 256,
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"embedding_dim": 32,
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"n_blocks": 1,
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"norm_groups": 8,
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"dropout_prob": 0.0
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},
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"training": {
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"n_steps": 500000,
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"log_metrics_every_steps": 1000,
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"checkpoint_every_steps": 10000,
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"eval_every_steps": 10000,
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"eval_steps_to_run": 50
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},
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"optim": {
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"weight_decay": 0,
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"beta1": 0.9,
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"eps": 1e-08,
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"warmup": 1000,
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"lr": 0.0002,
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"grad_clip_norm": 1.0
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},
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"data": {
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"shuffle": false,
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"pin_memory": true,
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"batch_size": 2,
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"num_workers": 1,
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"data_spec": "imagenet"
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}
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}
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