diff options
Diffstat (limited to 'training/conf')
| -rw-r--r-- | training/conf/criterion/label_smoothing.yaml | 0 | ||||
| -rw-r--r-- | training/conf/criterion/mse.yaml | 5 | ||||
| -rw-r--r-- | training/conf/lr_scheduler/one_cycle.yaml | 10 | ||||
| -rw-r--r-- | training/conf/model/lit_vqvae.yaml | 3 | ||||
| -rw-r--r-- | training/conf/network/decoder/transformer_decoder.yaml | 21 | ||||
| -rw-r--r-- | training/conf/network/encoder/efficientnet.yaml | 6 | ||||
| -rw-r--r-- | training/conf/optimizer/madgrad.yaml | 11 |
7 files changed, 40 insertions, 16 deletions
diff --git a/training/conf/criterion/label_smoothing.yaml b/training/conf/criterion/label_smoothing.yaml new file mode 100644 index 0000000..e69de29 --- /dev/null +++ b/training/conf/criterion/label_smoothing.yaml diff --git a/training/conf/criterion/mse.yaml b/training/conf/criterion/mse.yaml index 4d89cbc..ffd1403 100644 --- a/training/conf/criterion/mse.yaml +++ b/training/conf/criterion/mse.yaml @@ -1,3 +1,2 @@ -type: MSELoss -args: - reduction: mean +_target_: torch.nn.MSELoss +reduction: mean diff --git a/training/conf/lr_scheduler/one_cycle.yaml b/training/conf/lr_scheduler/one_cycle.yaml index e8cb5c4..5afdf81 100644 --- a/training/conf/lr_scheduler/one_cycle.yaml +++ b/training/conf/lr_scheduler/one_cycle.yaml @@ -1,11 +1,11 @@ _target_: torch.optim.lr_scheduler.OneCycleLR max_lr: 1.0e-3 -total_steps: None -epochs: None -steps_per_epoch: None +total_steps: null +epochs: null +steps_per_epoch: null pct_start: 0.3 -anneal_strategy: 'cos' -cycle_momentum: True +anneal_strategy: cos +cycle_momentum: true base_momentum: 0.85 max_momentum: 0.95 div_factor: 25.0 diff --git a/training/conf/model/lit_vqvae.yaml b/training/conf/model/lit_vqvae.yaml index 6be37e5..b337fe6 100644 --- a/training/conf/model/lit_vqvae.yaml +++ b/training/conf/model/lit_vqvae.yaml @@ -1,3 +1,2 @@ _target_: text_recognizer.models.vqvae.VQVAELitModel -args: - mapping: sentence_piece +mapping: sentence_piece diff --git a/training/conf/network/decoder/transformer_decoder.yaml b/training/conf/network/decoder/transformer_decoder.yaml new file mode 100644 index 0000000..60c5762 --- /dev/null +++ b/training/conf/network/decoder/transformer_decoder.yaml @@ -0,0 +1,21 @@ +_target_: text_recognizer.networks.transformer.Decoder +dim: 256 +depth: 2 +num_heads: 8 +attn_fn: text_recognizer.networks.transformer.attention.Attention +attn_kwargs: + num_heads: 8 + dim_head: 64 + dropout_rate: 0.2 +norm_fn: torch.nn.LayerNorm +ff_fn: text_recognizer.networks.transformer.mlp.FeedForward +ff_kwargs: + dim: 256 + dim_out: null + expansion_factor: 4 + glu: true + dropout_rate: 0.2 +rotary_emb: null +rotary_emb_dim: null +cross_attend: true +pre_norm: true diff --git a/training/conf/network/encoder/efficientnet.yaml b/training/conf/network/encoder/efficientnet.yaml new file mode 100644 index 0000000..1b9c6da --- /dev/null +++ b/training/conf/network/encoder/efficientnet.yaml @@ -0,0 +1,6 @@ +_target_: text_recognizer.networks.encoders.efficientnet.EfficientNet +arch: b0 +out_channels: 1280 +stochastic_dropout_rate: 0.2 +bn_momentum: 0.99 +bn_eps: 1.0e-3 diff --git a/training/conf/optimizer/madgrad.yaml b/training/conf/optimizer/madgrad.yaml index 2f2cff9..84626d3 100644 --- a/training/conf/optimizer/madgrad.yaml +++ b/training/conf/optimizer/madgrad.yaml @@ -1,6 +1,5 @@ -type: MADGRAD -args: - lr: 1.0e-3 - momentum: 0.9 - weight_decay: 0 - eps: 1.0e-6 +_target_: madgrad.MADGRAD +lr: 1.0e-3 +momentum: 0.9 +weight_decay: 0 +eps: 1.0e-6 |