Upload folder using huggingface_hub
Browse files- lr2e-4_total_batch_size5120_seq_len128/args.json +1 -0
- lr2e-4_total_batch_size5120_seq_len128/dataloader_00999.pt +3 -0
- lr2e-4_total_batch_size5120_seq_len128/log2.txt +1043 -0
- lr2e-4_total_batch_size5120_seq_len128/model_00999.pt +3 -0
- lr2e-4_total_batch_size5120_seq_len128/optimizer_00999.pt +3 -0
lr2e-4_total_batch_size5120_seq_len128/args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr2e-4_total_batch_size5120_seq_len128", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 2, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": null, "group": "proxy_model_sweep", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1337, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 128, "batch_size": null, "total_batch_size": 5120, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": true, "mup_enable_coord_check_logging": false, "max_lr": 0.0002, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
|
lr2e-4_total_batch_size5120_seq_len128/dataloader_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:60582085b67f79a59d68bfd29cd9c94a65421fc83fc6750cd587ed93c2812fa4
|
| 3 |
+
size 964
|
lr2e-4_total_batch_size5120_seq_len128/log2.txt
ADDED
|
@@ -0,0 +1,1043 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.6870
|
| 3 |
+
0 val perplexity 119016.5000
|
| 4 |
+
0 train 11.683437 (lr=6.9930e-07) (hash(x)=6154740)
|
| 5 |
+
1 train 11.694798 (lr=1.3986e-06) (hash(x)=6605789)
|
| 6 |
+
2 train 11.686706 (lr=2.0979e-06) (hash(x)=6696707)
|
| 7 |
+
3 train 11.721859 (lr=2.7972e-06) (hash(x)=5113283)
|
| 8 |
+
4 train 11.638785 (lr=3.4965e-06) (hash(x)=5607069)
|
| 9 |
+
5 train 11.652862 (lr=4.1958e-06) (hash(x)=7007748)
|
| 10 |
+
6 train 11.653969 (lr=4.8951e-06) (hash(x)=7643299)
|
| 11 |
+
7 train 11.661434 (lr=5.5944e-06) (hash(x)=5534142)
|
| 12 |
+
8 train 11.631168 (lr=6.2937e-06) (hash(x)=6539293)
|
| 13 |
+
9 train 11.643259 (lr=6.9930e-06) (hash(x)=5974274)
|
| 14 |
+
10 train 11.644226 (lr=7.6923e-06) (hash(x)=7199085)
|
| 15 |
+
11 train 11.602199 (lr=8.3916e-06) (hash(x)=6763231)
|
| 16 |
+
12 train 11.525333 (lr=9.0909e-06) (hash(x)=6720398)
|
| 17 |
+
13 train 11.517467 (lr=9.7902e-06) (hash(x)=6706513)
|
| 18 |
+
14 train 11.546041 (lr=1.0490e-05) (hash(x)=5727925)
|
| 19 |
+
15 train 11.510773 (lr=1.1189e-05) (hash(x)=6328012)
|
| 20 |
+
16 train 11.458251 (lr=1.1888e-05) (hash(x)=5812722)
|
| 21 |
+
17 train 11.434595 (lr=1.2587e-05) (hash(x)=6183012)
|
| 22 |
+
18 train 11.447615 (lr=1.3287e-05) (hash(x)=5952539)
|
| 23 |
+
19 train 11.361456 (lr=1.3986e-05) (hash(x)=7052161)
|
| 24 |
+
20 train 11.310294 (lr=1.4685e-05) (hash(x)=5810871)
|
| 25 |
+
21 train 11.319653 (lr=1.5385e-05) (hash(x)=6586466)
|
| 26 |
+
22 train 11.257821 (lr=1.6084e-05) (hash(x)=5061781)
|
| 27 |
+
23 train 11.243176 (lr=1.6783e-05) (hash(x)=5556098)
|
| 28 |
+
24 train 11.290564 (lr=1.7483e-05) (hash(x)=7268535)
|
| 29 |
+
25 train 11.152784 (lr=1.8182e-05) (hash(x)=8155572)
|
| 30 |
+
26 train 11.089466 (lr=1.8881e-05) (hash(x)=5019590)
|
| 31 |
+
27 train 11.053359 (lr=1.9580e-05) (hash(x)=4696943)
|
| 32 |
+
28 train 10.974409 (lr=2.0280e-05) (hash(x)=5984010)
|
| 33 |
+
29 train 11.075852 (lr=2.0979e-05) (hash(x)=7649389)
|
| 34 |
+
30 train 10.880369 (lr=2.1678e-05) (hash(x)=6332817)
|
| 35 |
+
31 train 10.832123 (lr=2.2378e-05) (hash(x)=6219138)
|
| 36 |
+
32 train 10.904154 (lr=2.3077e-05) (hash(x)=6895681)
|
| 37 |
+
33 train 10.755385 (lr=2.3776e-05) (hash(x)=7075794)
|
| 38 |
+
34 train 10.661633 (lr=2.4476e-05) (hash(x)=5024163)
|
| 39 |
+
35 train 10.716202 (lr=2.5175e-05) (hash(x)=6049878)
|
| 40 |
+
36 train 10.740591 (lr=2.5874e-05) (hash(x)=4774943)
|
| 41 |
+
37 train 10.716571 (lr=2.6573e-05) (hash(x)=6385927)
|
| 42 |
+
38 train 10.569189 (lr=2.7273e-05) (hash(x)=5070217)
|
| 43 |
+
39 train 10.541676 (lr=2.7972e-05) (hash(x)=5491972)
|
| 44 |
+
40 train 10.567021 (lr=2.8671e-05) (hash(x)=5695751)
|
| 45 |
+
41 train 10.516397 (lr=2.9371e-05) (hash(x)=6061420)
|
| 46 |
+
42 train 10.451446 (lr=3.0070e-05) (hash(x)=7836710)
|
| 47 |
+
43 train 10.524962 (lr=3.0769e-05) (hash(x)=8075458)
|
| 48 |
+
44 train 10.365536 (lr=3.1469e-05) (hash(x)=7190584)
|
| 49 |
+
45 train 10.368127 (lr=3.2168e-05) (hash(x)=7238769)
|
| 50 |
+
46 train 10.563442 (lr=3.2867e-05) (hash(x)=4931205)
|
| 51 |
+
47 train 10.362887 (lr=3.3566e-05) (hash(x)=5917741)
|
| 52 |
+
48 train 10.323801 (lr=3.4266e-05) (hash(x)=5530785)
|
| 53 |
+
49 train 10.377196 (lr=3.4965e-05) (hash(x)=5430605)
|
| 54 |
+
50 val loss 10.3576
|
| 55 |
+
50 val perplexity 31496.1992
|
| 56 |
+
50 train 10.364745 (lr=3.5664e-05) (hash(x)=6056774)
|
| 57 |
+
51 train 10.276453 (lr=3.6364e-05) (hash(x)=5750403)
|
| 58 |
+
52 train 10.288654 (lr=3.7063e-05) (hash(x)=6187497)
|
| 59 |
+
53 train 10.287844 (lr=3.7762e-05) (hash(x)=4792640)
|
| 60 |
+
54 train 10.371317 (lr=3.8462e-05) (hash(x)=6868430)
|
| 61 |
+
55 train 10.253813 (lr=3.9161e-05) (hash(x)=6112458)
|
| 62 |
+
56 train 10.190598 (lr=3.9860e-05) (hash(x)=5523601)
|
| 63 |
+
57 train 10.168907 (lr=4.0559e-05) (hash(x)=5801122)
|
| 64 |
+
58 train 10.254910 (lr=4.1259e-05) (hash(x)=6826295)
|
| 65 |
+
59 train 10.352236 (lr=4.1958e-05) (hash(x)=5806490)
|
| 66 |
+
60 train 10.204342 (lr=4.2657e-05) (hash(x)=6223100)
|
| 67 |
+
61 train 10.174080 (lr=4.3357e-05) (hash(x)=5754140)
|
| 68 |
+
62 train 10.150809 (lr=4.4056e-05) (hash(x)=6675367)
|
| 69 |
+
63 train 10.067300 (lr=4.4755e-05) (hash(x)=6568379)
|
| 70 |
+
64 train 9.939812 (lr=4.5455e-05) (hash(x)=5648233)
|
| 71 |
+
65 train 10.102877 (lr=4.6154e-05) (hash(x)=7134932)
|
| 72 |
+
66 train 10.099470 (lr=4.6853e-05) (hash(x)=5242536)
|
| 73 |
+
67 train 10.125234 (lr=4.7552e-05) (hash(x)=7212403)
|
| 74 |
+
68 train 9.986435 (lr=4.8252e-05) (hash(x)=5342967)
|
| 75 |
+
69 train 10.102911 (lr=4.8951e-05) (hash(x)=7720703)
|
| 76 |
+
70 train 9.992676 (lr=4.9650e-05) (hash(x)=7351337)
|
| 77 |
+
71 train 10.072321 (lr=5.0350e-05) (hash(x)=7386082)
|
| 78 |
+
72 train 9.945378 (lr=5.1049e-05) (hash(x)=6931318)
|
| 79 |
+
73 train 9.957379 (lr=5.1748e-05) (hash(x)=6848513)
|
| 80 |
+
74 train 9.965687 (lr=5.2448e-05) (hash(x)=7714274)
|
| 81 |
+
75 train 10.014606 (lr=5.3147e-05) (hash(x)=6359743)
|
| 82 |
+
76 train 9.857609 (lr=5.3846e-05) (hash(x)=6801650)
|
| 83 |
+
77 train 9.840652 (lr=5.4545e-05) (hash(x)=7536538)
|
| 84 |
+
78 train 9.943393 (lr=5.5245e-05) (hash(x)=6957410)
|
| 85 |
+
79 train 9.950122 (lr=5.5944e-05) (hash(x)=6151674)
|
| 86 |
+
80 train 9.948956 (lr=5.6643e-05) (hash(x)=6033844)
|
| 87 |
+
81 train 9.844255 (lr=5.7343e-05) (hash(x)=6317099)
|
| 88 |
+
82 train 9.821302 (lr=5.8042e-05) (hash(x)=5357844)
|
| 89 |
+
83 train 9.864862 (lr=5.8741e-05) (hash(x)=7168704)
|
| 90 |
+
84 train 9.929786 (lr=5.9441e-05) (hash(x)=7157938)
|
| 91 |
+
85 train 9.808735 (lr=6.0140e-05) (hash(x)=6736092)
|
| 92 |
+
86 train 9.737628 (lr=6.0839e-05) (hash(x)=5383012)
|
| 93 |
+
87 train 9.775320 (lr=6.1538e-05) (hash(x)=7859060)
|
| 94 |
+
88 train 9.778187 (lr=6.2238e-05) (hash(x)=5869288)
|
| 95 |
+
89 train 9.777124 (lr=6.2937e-05) (hash(x)=6958223)
|
| 96 |
+
90 train 9.655857 (lr=6.3636e-05) (hash(x)=6731344)
|
| 97 |
+
91 train 9.594296 (lr=6.4336e-05) (hash(x)=6976239)
|
| 98 |
+
92 train 9.644037 (lr=6.5035e-05) (hash(x)=7769441)
|
| 99 |
+
93 train 9.646369 (lr=6.5734e-05) (hash(x)=6956845)
|
| 100 |
+
94 train 9.777517 (lr=6.6434e-05) (hash(x)=6638037)
|
| 101 |
+
95 train 9.561569 (lr=6.7133e-05) (hash(x)=6391506)
|
| 102 |
+
96 train 9.756290 (lr=6.7832e-05) (hash(x)=7319928)
|
| 103 |
+
97 train 9.733913 (lr=6.8531e-05) (hash(x)=6113701)
|
| 104 |
+
98 train 9.460426 (lr=6.9231e-05) (hash(x)=6246453)
|
| 105 |
+
99 train 9.509788 (lr=6.9930e-05) (hash(x)=5245999)
|
| 106 |
+
100 val loss 9.5695
|
| 107 |
+
100 val perplexity 14321.9639
|
| 108 |
+
100 train 9.529686 (lr=7.0629e-05) (hash(x)=6227256)
|
| 109 |
+
101 train 9.528876 (lr=7.1329e-05) (hash(x)=5774189)
|
| 110 |
+
102 train 9.466109 (lr=7.2028e-05) (hash(x)=5588220)
|
| 111 |
+
103 train 9.593409 (lr=7.2727e-05) (hash(x)=5985675)
|
| 112 |
+
104 train 9.437527 (lr=7.3427e-05) (hash(x)=6259214)
|
| 113 |
+
105 train 9.478571 (lr=7.4126e-05) (hash(x)=6451776)
|
| 114 |
+
106 train 9.235435 (lr=7.4825e-05) (hash(x)=4940406)
|
| 115 |
+
107 train 9.349859 (lr=7.5524e-05) (hash(x)=4355733)
|
| 116 |
+
108 train 9.393755 (lr=7.6224e-05) (hash(x)=6186065)
|
| 117 |
+
109 train 9.349123 (lr=7.6923e-05) (hash(x)=6669188)
|
| 118 |
+
110 train 10.091042 (lr=7.7622e-05) (hash(x)=7118997)
|
| 119 |
+
111 train 9.393293 (lr=7.8322e-05) (hash(x)=6984772)
|
| 120 |
+
112 train 9.238573 (lr=7.9021e-05) (hash(x)=6472877)
|
| 121 |
+
113 train 9.324425 (lr=7.9720e-05) (hash(x)=7440580)
|
| 122 |
+
114 train 9.382460 (lr=8.0420e-05) (hash(x)=6378428)
|
| 123 |
+
115 train 9.299797 (lr=8.1119e-05) (hash(x)=6244096)
|
| 124 |
+
116 train 9.278568 (lr=8.1818e-05) (hash(x)=9100578)
|
| 125 |
+
117 train 9.443444 (lr=8.2517e-05) (hash(x)=8381560)
|
| 126 |
+
118 train 9.250710 (lr=8.3217e-05) (hash(x)=6066072)
|
| 127 |
+
119 train 9.108931 (lr=8.3916e-05) (hash(x)=6603717)
|
| 128 |
+
120 train 9.090149 (lr=8.4615e-05) (hash(x)=5138438)
|
| 129 |
+
121 train 8.980786 (lr=8.5315e-05) (hash(x)=6437516)
|
| 130 |
+
122 train 9.121131 (lr=8.6014e-05) (hash(x)=5743807)
|
| 131 |
+
123 train 8.972855 (lr=8.6713e-05) (hash(x)=5669522)
|
| 132 |
+
124 train 9.039129 (lr=8.7413e-05) (hash(x)=5963623)
|
| 133 |
+
125 train 8.843126 (lr=8.8112e-05) (hash(x)=5505889)
|
| 134 |
+
126 train 9.094586 (lr=8.8811e-05) (hash(x)=7607512)
|
| 135 |
+
127 train 8.917691 (lr=8.9510e-05) (hash(x)=6190579)
|
| 136 |
+
128 train 8.983807 (lr=9.0210e-05) (hash(x)=7444834)
|
| 137 |
+
129 train 8.979677 (lr=9.0909e-05) (hash(x)=5153196)
|
| 138 |
+
130 train 8.894050 (lr=9.1608e-05) (hash(x)=6495326)
|
| 139 |
+
131 train 9.003565 (lr=9.2308e-05) (hash(x)=4912983)
|
| 140 |
+
132 train 9.047916 (lr=9.3007e-05) (hash(x)=7094046)
|
| 141 |
+
133 train 8.755109 (lr=9.3706e-05) (hash(x)=5109125)
|
| 142 |
+
134 train 8.652092 (lr=9.4406e-05) (hash(x)=7119136)
|
| 143 |
+
135 train 8.683964 (lr=9.5105e-05) (hash(x)=7276303)
|
| 144 |
+
136 train 8.834178 (lr=9.5804e-05) (hash(x)=9147123)
|
| 145 |
+
137 train 8.849945 (lr=9.6503e-05) (hash(x)=6645716)
|
| 146 |
+
138 train 8.788457 (lr=9.7203e-05) (hash(x)=6347875)
|
| 147 |
+
139 train 8.605400 (lr=9.7902e-05) (hash(x)=5479947)
|
| 148 |
+
140 train 8.752111 (lr=9.8601e-05) (hash(x)=5832595)
|
| 149 |
+
141 train 8.846031 (lr=9.9301e-05) (hash(x)=7850360)
|
| 150 |
+
142 train 9.129520 (lr=1.0000e-04) (hash(x)=8499683)
|
| 151 |
+
143 train 8.694483 (lr=1.0070e-04) (hash(x)=6630378)
|
| 152 |
+
144 train 8.672168 (lr=1.0140e-04) (hash(x)=5340846)
|
| 153 |
+
145 train 8.552694 (lr=1.0210e-04) (hash(x)=6295358)
|
| 154 |
+
146 train 8.630613 (lr=1.0280e-04) (hash(x)=5974729)
|
| 155 |
+
147 train 8.905967 (lr=1.0350e-04) (hash(x)=8097010)
|
| 156 |
+
148 train 8.707867 (lr=1.0420e-04) (hash(x)=6681250)
|
| 157 |
+
149 train 8.394732 (lr=1.0490e-04) (hash(x)=3958188)
|
| 158 |
+
150 val loss 8.4740
|
| 159 |
+
150 val perplexity 4788.7915
|
| 160 |
+
150 train 8.460539 (lr=1.0559e-04) (hash(x)=5975539)
|
| 161 |
+
151 train 9.807529 (lr=1.0629e-04) (hash(x)=9989744)
|
| 162 |
+
152 train 9.122705 (lr=1.0699e-04) (hash(x)=6748487)
|
| 163 |
+
153 train 8.303342 (lr=1.0769e-04) (hash(x)=6343832)
|
| 164 |
+
154 train 8.324159 (lr=1.0839e-04) (hash(x)=5688949)
|
| 165 |
+
155 train 8.699677 (lr=1.0909e-04) (hash(x)=6694932)
|
| 166 |
+
156 train 8.354797 (lr=1.0979e-04) (hash(x)=5872835)
|
| 167 |
+
157 train 8.368828 (lr=1.1049e-04) (hash(x)=6429137)
|
| 168 |
+
158 train 8.472591 (lr=1.1119e-04) (hash(x)=6999390)
|
| 169 |
+
159 train 8.349797 (lr=1.1189e-04) (hash(x)=6317894)
|
| 170 |
+
160 train 8.124361 (lr=1.1259e-04) (hash(x)=5813657)
|
| 171 |
+
161 train 8.177979 (lr=1.1329e-04) (hash(x)=5165595)
|
| 172 |
+
162 train 8.151420 (lr=1.1399e-04) (hash(x)=5682633)
|
| 173 |
+
163 train 8.337730 (lr=1.1469e-04) (hash(x)=5046327)
|
| 174 |
+
164 train 8.464416 (lr=1.1538e-04) (hash(x)=6195808)
|
| 175 |
+
165 train 8.275805 (lr=1.1608e-04) (hash(x)=7060363)
|
| 176 |
+
166 train 8.220079 (lr=1.1678e-04) (hash(x)=5837126)
|
| 177 |
+
167 train 8.193572 (lr=1.1748e-04) (hash(x)=7947703)
|
| 178 |
+
168 train 7.893754 (lr=1.1818e-04) (hash(x)=5277865)
|
| 179 |
+
169 train 8.093842 (lr=1.1888e-04) (hash(x)=5971240)
|
| 180 |
+
170 train 8.007186 (lr=1.1958e-04) (hash(x)=6590408)
|
| 181 |
+
171 train 8.146614 (lr=1.2028e-04) (hash(x)=5916068)
|
| 182 |
+
172 train 8.083666 (lr=1.2098e-04) (hash(x)=6069727)
|
| 183 |
+
173 train 8.069501 (lr=1.2168e-04) (hash(x)=7426277)
|
| 184 |
+
174 train 8.245203 (lr=1.2238e-04) (hash(x)=5356513)
|
| 185 |
+
175 train 8.044041 (lr=1.2308e-04) (hash(x)=5777498)
|
| 186 |
+
176 train 8.251587 (lr=1.2378e-04) (hash(x)=5989756)
|
| 187 |
+
177 train 8.015437 (lr=1.2448e-04) (hash(x)=6403331)
|
| 188 |
+
178 train 7.996015 (lr=1.2517e-04) (hash(x)=7650667)
|
| 189 |
+
179 train 8.122531 (lr=1.2587e-04) (hash(x)=5753092)
|
| 190 |
+
180 train 7.969062 (lr=1.2657e-04) (hash(x)=5751457)
|
| 191 |
+
181 train 7.827992 (lr=1.2727e-04) (hash(x)=5981486)
|
| 192 |
+
182 train 7.892427 (lr=1.2797e-04) (hash(x)=5918229)
|
| 193 |
+
183 train 8.063690 (lr=1.2867e-04) (hash(x)=7723226)
|
| 194 |
+
184 train 8.113661 (lr=1.2937e-04) (hash(x)=6111721)
|
| 195 |
+
185 train 7.830946 (lr=1.3007e-04) (hash(x)=6069558)
|
| 196 |
+
186 train 8.000052 (lr=1.3077e-04) (hash(x)=5626336)
|
| 197 |
+
187 train 8.198039 (lr=1.3147e-04) (hash(x)=7007016)
|
| 198 |
+
188 train 7.762515 (lr=1.3217e-04) (hash(x)=5883013)
|
| 199 |
+
189 train 7.651258 (lr=1.3287e-04) (hash(x)=5027958)
|
| 200 |
+
190 train 7.965401 (lr=1.3357e-04) (hash(x)=5474948)
|
| 201 |
+
191 train 7.776146 (lr=1.3427e-04) (hash(x)=6491229)
|
| 202 |
+
192 train 7.866118 (lr=1.3497e-04) (hash(x)=5518341)
|
| 203 |
+
193 train 7.886746 (lr=1.3566e-04) (hash(x)=7036653)
|
| 204 |
+
194 train 7.922240 (lr=1.3636e-04) (hash(x)=5527616)
|
| 205 |
+
195 train 8.179319 (lr=1.3706e-04) (hash(x)=6390752)
|
| 206 |
+
196 train 7.904310 (lr=1.3776e-04) (hash(x)=6032557)
|
| 207 |
+
197 train 8.550974 (lr=1.3846e-04) (hash(x)=7758167)
|
| 208 |
+
198 train 8.419663 (lr=1.3916e-04) (hash(x)=7968070)
|
| 209 |
+
199 train 7.961051 (lr=1.3986e-04) (hash(x)=6019389)
|
| 210 |
+
200 val loss 7.9012
|
| 211 |
+
200 val perplexity 2700.5374
|
| 212 |
+
200 train 8.022850 (lr=1.4056e-04) (hash(x)=7276744)
|
| 213 |
+
201 train 7.989044 (lr=1.4126e-04) (hash(x)=6503191)
|
| 214 |
+
202 train 7.828589 (lr=1.4196e-04) (hash(x)=6006880)
|
| 215 |
+
203 train 8.067000 (lr=1.4266e-04) (hash(x)=7662067)
|
| 216 |
+
204 train 7.795067 (lr=1.4336e-04) (hash(x)=6297345)
|
| 217 |
+
205 train 8.048116 (lr=1.4406e-04) (hash(x)=7901992)
|
| 218 |
+
206 train 8.151708 (lr=1.4476e-04) (hash(x)=6579950)
|
| 219 |
+
207 train 7.696474 (lr=1.4545e-04) (hash(x)=4648609)
|
| 220 |
+
208 train 7.942523 (lr=1.4615e-04) (hash(x)=6903216)
|
| 221 |
+
209 train 7.778346 (lr=1.4685e-04) (hash(x)=5897288)
|
| 222 |
+
210 train 7.837867 (lr=1.4755e-04) (hash(x)=7300160)
|
| 223 |
+
211 train 7.690275 (lr=1.4825e-04) (hash(x)=4725966)
|
| 224 |
+
212 train 7.484192 (lr=1.4895e-04) (hash(x)=5060060)
|
| 225 |
+
213 train 8.026106 (lr=1.4965e-04) (hash(x)=6243442)
|
| 226 |
+
214 train 7.728159 (lr=1.5035e-04) (hash(x)=5893816)
|
| 227 |
+
215 train 7.764685 (lr=1.5105e-04) (hash(x)=5558355)
|
| 228 |
+
216 train 7.880827 (lr=1.5175e-04) (hash(x)=4378747)
|
| 229 |
+
217 train 7.740253 (lr=1.5245e-04) (hash(x)=5400407)
|
| 230 |
+
218 train 7.972810 (lr=1.5315e-04) (hash(x)=6900554)
|
| 231 |
+
219 train 7.896116 (lr=1.5385e-04) (hash(x)=6524933)
|
| 232 |
+
220 train 7.797544 (lr=1.5455e-04) (hash(x)=5409944)
|
| 233 |
+
221 train 7.893077 (lr=1.5524e-04) (hash(x)=5889724)
|
| 234 |
+
222 train 7.834795 (lr=1.5594e-04) (hash(x)=4970496)
|
| 235 |
+
223 train 7.634544 (lr=1.5664e-04) (hash(x)=6369326)
|
| 236 |
+
224 train 7.717482 (lr=1.5734e-04) (hash(x)=6563975)
|
| 237 |
+
225 train 7.848202 (lr=1.5804e-04) (hash(x)=5911906)
|
| 238 |
+
226 train 7.927455 (lr=1.5874e-04) (hash(x)=6111462)
|
| 239 |
+
227 train 7.956487 (lr=1.5944e-04) (hash(x)=6022625)
|
| 240 |
+
228 train 7.772564 (lr=1.6014e-04) (hash(x)=5884663)
|
| 241 |
+
229 train 7.826407 (lr=1.6084e-04) (hash(x)=6584810)
|
| 242 |
+
230 train 7.827516 (lr=1.6154e-04) (hash(x)=5289998)
|
| 243 |
+
231 train 7.542418 (lr=1.6224e-04) (hash(x)=4906853)
|
| 244 |
+
232 train 7.586934 (lr=1.6294e-04) (hash(x)=5862071)
|
| 245 |
+
233 train 7.211428 (lr=1.6364e-04) (hash(x)=4564564)
|
| 246 |
+
234 train 7.587811 (lr=1.6434e-04) (hash(x)=5723971)
|
| 247 |
+
235 train 7.707727 (lr=1.6503e-04) (hash(x)=5589269)
|
| 248 |
+
236 train 7.671451 (lr=1.6573e-04) (hash(x)=5683368)
|
| 249 |
+
237 train 7.922763 (lr=1.6643e-04) (hash(x)=6969180)
|
| 250 |
+
238 train 7.824206 (lr=1.6713e-04) (hash(x)=5341421)
|
| 251 |
+
239 train 7.595468 (lr=1.6783e-04) (hash(x)=6437376)
|
| 252 |
+
240 train 8.101495 (lr=1.6853e-04) (hash(x)=7527007)
|
| 253 |
+
241 train 7.933755 (lr=1.6923e-04) (hash(x)=7116258)
|
| 254 |
+
242 train 7.899949 (lr=1.6993e-04) (hash(x)=6463930)
|
| 255 |
+
243 train 7.936605 (lr=1.7063e-04) (hash(x)=7304892)
|
| 256 |
+
244 train 8.065814 (lr=1.7133e-04) (hash(x)=5881808)
|
| 257 |
+
245 train 7.869835 (lr=1.7203e-04) (hash(x)=7366721)
|
| 258 |
+
246 train 7.764749 (lr=1.7273e-04) (hash(x)=6457521)
|
| 259 |
+
247 train 8.144732 (lr=1.7343e-04) (hash(x)=7084093)
|
| 260 |
+
248 train 7.822935 (lr=1.7413e-04) (hash(x)=6015300)
|
| 261 |
+
249 train 8.075032 (lr=1.7483e-04) (hash(x)=7197652)
|
| 262 |
+
250 val loss 7.7788
|
| 263 |
+
250 val perplexity 2389.3330
|
| 264 |
+
250 train 8.073785 (lr=1.7552e-04) (hash(x)=4830828)
|
| 265 |
+
251 train 7.828621 (lr=1.7622e-04) (hash(x)=5908178)
|
| 266 |
+
252 train 7.798131 (lr=1.7692e-04) (hash(x)=6299092)
|
| 267 |
+
253 train 7.783942 (lr=1.7762e-04) (hash(x)=6349974)
|
| 268 |
+
254 train 7.822704 (lr=1.7832e-04) (hash(x)=5641494)
|
| 269 |
+
255 train 7.777048 (lr=1.7902e-04) (hash(x)=7048804)
|
| 270 |
+
256 train 8.007664 (lr=1.7972e-04) (hash(x)=7035244)
|
| 271 |
+
257 train 7.696496 (lr=1.8042e-04) (hash(x)=7909039)
|
| 272 |
+
258 train 7.936101 (lr=1.8112e-04) (hash(x)=5470939)
|
| 273 |
+
259 train 7.748548 (lr=1.8182e-04) (hash(x)=6085549)
|
| 274 |
+
260 train 8.059592 (lr=1.8252e-04) (hash(x)=5882649)
|
| 275 |
+
261 train 7.917109 (lr=1.8322e-04) (hash(x)=7463181)
|
| 276 |
+
262 train 8.189245 (lr=1.8392e-04) (hash(x)=5215574)
|
| 277 |
+
263 train 7.670319 (lr=1.8462e-04) (hash(x)=5752594)
|
| 278 |
+
264 train 7.827533 (lr=1.8531e-04) (hash(x)=6416619)
|
| 279 |
+
265 train 7.827281 (lr=1.8601e-04) (hash(x)=6114601)
|
| 280 |
+
266 train 7.731312 (lr=1.8671e-04) (hash(x)=5646171)
|
| 281 |
+
267 train 7.672514 (lr=1.8741e-04) (hash(x)=7662769)
|
| 282 |
+
268 train 7.963041 (lr=1.8811e-04) (hash(x)=6394376)
|
| 283 |
+
269 train 7.552702 (lr=1.8881e-04) (hash(x)=7485666)
|
| 284 |
+
270 train 7.689405 (lr=1.8951e-04) (hash(x)=6636823)
|
| 285 |
+
271 train 7.603408 (lr=1.9021e-04) (hash(x)=6393520)
|
| 286 |
+
272 train 7.760921 (lr=1.9091e-04) (hash(x)=5235659)
|
| 287 |
+
273 train 7.811428 (lr=1.9161e-04) (hash(x)=5586291)
|
| 288 |
+
274 train 8.089213 (lr=1.9231e-04) (hash(x)=7034674)
|
| 289 |
+
275 train 8.170650 (lr=1.9301e-04) (hash(x)=5942867)
|
| 290 |
+
276 train 7.852236 (lr=1.9371e-04) (hash(x)=7812344)
|
| 291 |
+
277 train 8.116363 (lr=1.9441e-04) (hash(x)=7574027)
|
| 292 |
+
278 train 8.076002 (lr=1.9510e-04) (hash(x)=5960216)
|
| 293 |
+
279 train 7.858212 (lr=1.9580e-04) (hash(x)=6793550)
|
| 294 |
+
280 train 7.828798 (lr=1.9650e-04) (hash(x)=6879965)
|
| 295 |
+
281 train 7.541502 (lr=1.9720e-04) (hash(x)=6264789)
|
| 296 |
+
282 train 7.743322 (lr=1.9790e-04) (hash(x)=5175356)
|
| 297 |
+
283 train 7.964029 (lr=1.9860e-04) (hash(x)=7105976)
|
| 298 |
+
284 train 7.956531 (lr=1.9930e-04) (hash(x)=7286386)
|
| 299 |
+
285 train 8.113026 (lr=2.0000e-04) (hash(x)=7244279)
|
| 300 |
+
286 train 7.624428 (lr=2.0000e-04) (hash(x)=4877247)
|
| 301 |
+
287 train 7.599567 (lr=2.0000e-04) (hash(x)=6581348)
|
| 302 |
+
288 train 7.605886 (lr=2.0000e-04) (hash(x)=6397208)
|
| 303 |
+
289 train 7.696164 (lr=1.9999e-04) (hash(x)=6543825)
|
| 304 |
+
290 train 7.472377 (lr=1.9999e-04) (hash(x)=6088993)
|
| 305 |
+
291 train 7.815174 (lr=1.9998e-04) (hash(x)=5555598)
|
| 306 |
+
292 train 7.867016 (lr=1.9997e-04) (hash(x)=6924240)
|
| 307 |
+
293 train 8.014560 (lr=1.9996e-04) (hash(x)=7254232)
|
| 308 |
+
294 train 7.609447 (lr=1.9994e-04) (hash(x)=7689743)
|
| 309 |
+
295 train 7.610065 (lr=1.9993e-04) (hash(x)=6235837)
|
| 310 |
+
296 train 7.831267 (lr=1.9991e-04) (hash(x)=5216883)
|
| 311 |
+
297 train 7.480352 (lr=1.9989e-04) (hash(x)=4738550)
|
| 312 |
+
298 train 7.616215 (lr=1.9987e-04) (hash(x)=5126918)
|
| 313 |
+
299 train 7.817634 (lr=1.9985e-04) (hash(x)=5591770)
|
| 314 |
+
300 val loss 7.7530
|
| 315 |
+
300 val perplexity 2328.5071
|
| 316 |
+
300 train 8.652920 (lr=1.9983e-04) (hash(x)=8001573)
|
| 317 |
+
301 train 8.383079 (lr=1.9980e-04) (hash(x)=8012491)
|
| 318 |
+
302 train 8.058331 (lr=1.9978e-04) (hash(x)=3997428)
|
| 319 |
+
303 train 7.362261 (lr=1.9975e-04) (hash(x)=7083021)
|
| 320 |
+
304 train 7.986622 (lr=1.9972e-04) (hash(x)=7177371)
|
| 321 |
+
305 train 7.787862 (lr=1.9969e-04) (hash(x)=6456022)
|
| 322 |
+
306 train 7.865339 (lr=1.9965e-04) (hash(x)=5238861)
|
| 323 |
+
307 train 7.842036 (lr=1.9962e-04) (hash(x)=7281348)
|
| 324 |
+
308 train 8.021835 (lr=1.9958e-04) (hash(x)=6848441)
|
| 325 |
+
309 train 8.087339 (lr=1.9954e-04) (hash(x)=7824794)
|
| 326 |
+
310 train 8.200470 (lr=1.9950e-04) (hash(x)=7440208)
|
| 327 |
+
311 train 7.985400 (lr=1.9946e-04) (hash(x)=6155821)
|
| 328 |
+
312 train 7.749827 (lr=1.9941e-04) (hash(x)=5350461)
|
| 329 |
+
313 train 7.956250 (lr=1.9937e-04) (hash(x)=7807564)
|
| 330 |
+
314 train 7.788625 (lr=1.9932e-04) (hash(x)=5992165)
|
| 331 |
+
315 train 7.755401 (lr=1.9927e-04) (hash(x)=5736241)
|
| 332 |
+
316 train 7.743199 (lr=1.9922e-04) (hash(x)=6536253)
|
| 333 |
+
317 train 7.931822 (lr=1.9916e-04) (hash(x)=5688415)
|
| 334 |
+
318 train 7.577342 (lr=1.9911e-04) (hash(x)=5839705)
|
| 335 |
+
319 train 7.771173 (lr=1.9905e-04) (hash(x)=5657123)
|
| 336 |
+
320 train 7.780609 (lr=1.9899e-04) (hash(x)=6354364)
|
| 337 |
+
321 train 7.805384 (lr=1.9893e-04) (hash(x)=6102985)
|
| 338 |
+
322 train 8.022583 (lr=1.9887e-04) (hash(x)=7161967)
|
| 339 |
+
323 train 7.984571 (lr=1.9881e-04) (hash(x)=6452095)
|
| 340 |
+
324 train 7.725709 (lr=1.9874e-04) (hash(x)=5547396)
|
| 341 |
+
325 train 8.043575 (lr=1.9868e-04) (hash(x)=5848921)
|
| 342 |
+
326 train 7.798221 (lr=1.9861e-04) (hash(x)=4890294)
|
| 343 |
+
327 train 7.421914 (lr=1.9854e-04) (hash(x)=5312267)
|
| 344 |
+
328 train 7.481781 (lr=1.9847e-04) (hash(x)=5348929)
|
| 345 |
+
329 train 7.443196 (lr=1.9839e-04) (hash(x)=5025297)
|
| 346 |
+
330 train 7.469763 (lr=1.9832e-04) (hash(x)=5670052)
|
| 347 |
+
331 train 7.329932 (lr=1.9824e-04) (hash(x)=5434493)
|
| 348 |
+
332 train 8.107336 (lr=1.9816e-04) (hash(x)=9122453)
|
| 349 |
+
333 train 7.850559 (lr=1.9808e-04) (hash(x)=5197474)
|
| 350 |
+
334 train 7.713950 (lr=1.9800e-04) (hash(x)=5550786)
|
| 351 |
+
335 train 7.784082 (lr=1.9792e-04) (hash(x)=6830813)
|
| 352 |
+
336 train 7.580809 (lr=1.9783e-04) (hash(x)=5258435)
|
| 353 |
+
337 train 7.616575 (lr=1.9774e-04) (hash(x)=5242548)
|
| 354 |
+
338 train 7.509399 (lr=1.9765e-04) (hash(x)=3754886)
|
| 355 |
+
339 train 7.416758 (lr=1.9756e-04) (hash(x)=4752771)
|
| 356 |
+
340 train 7.609068 (lr=1.9747e-04) (hash(x)=5926875)
|
| 357 |
+
341 train 8.055240 (lr=1.9738e-04) (hash(x)=6691249)
|
| 358 |
+
342 train 7.809646 (lr=1.9728e-04) (hash(x)=7514623)
|
| 359 |
+
343 train 7.882940 (lr=1.9718e-04) (hash(x)=6424933)
|
| 360 |
+
344 train 7.872913 (lr=1.9709e-04) (hash(x)=6347757)
|
| 361 |
+
345 train 7.820632 (lr=1.9698e-04) (hash(x)=6960120)
|
| 362 |
+
346 train 7.834363 (lr=1.9688e-04) (hash(x)=7597197)
|
| 363 |
+
347 train 7.758900 (lr=1.9678e-04) (hash(x)=5786517)
|
| 364 |
+
348 train 7.774318 (lr=1.9667e-04) (hash(x)=6424363)
|
| 365 |
+
349 train 7.871087 (lr=1.9656e-04) (hash(x)=7229689)
|
| 366 |
+
350 val loss 7.7736
|
| 367 |
+
350 val perplexity 2377.0247
|
| 368 |
+
350 train 7.964574 (lr=1.9646e-04) (hash(x)=6772284)
|
| 369 |
+
351 train 8.060130 (lr=1.9634e-04) (hash(x)=6680023)
|
| 370 |
+
352 train 7.923871 (lr=1.9623e-04) (hash(x)=6218520)
|
| 371 |
+
353 train 7.969292 (lr=1.9612e-04) (hash(x)=7688393)
|
| 372 |
+
354 train 7.834572 (lr=1.9600e-04) (hash(x)=6327977)
|
| 373 |
+
355 train 7.732324 (lr=1.9588e-04) (hash(x)=6474729)
|
| 374 |
+
356 train 7.851903 (lr=1.9576e-04) (hash(x)=6657266)
|
| 375 |
+
357 train 7.874036 (lr=1.9564e-04) (hash(x)=5946650)
|
| 376 |
+
358 train 7.784548 (lr=1.9552e-04) (hash(x)=6734878)
|
| 377 |
+
359 train 7.835220 (lr=1.9540e-04) (hash(x)=7523279)
|
| 378 |
+
360 train 7.688325 (lr=1.9527e-04) (hash(x)=6179478)
|
| 379 |
+
361 train 7.739112 (lr=1.9514e-04) (hash(x)=5531605)
|
| 380 |
+
362 train 7.750559 (lr=1.9501e-04) (hash(x)=5844980)
|
| 381 |
+
363 train 7.431763 (lr=1.9488e-04) (hash(x)=5508768)
|
| 382 |
+
364 train 7.271553 (lr=1.9475e-04) (hash(x)=6337190)
|
| 383 |
+
365 train 8.805032 (lr=1.9462e-04) (hash(x)=6415982)
|
| 384 |
+
366 train 7.899531 (lr=1.9448e-04) (hash(x)=6828959)
|
| 385 |
+
367 train 7.871853 (lr=1.9434e-04) (hash(x)=6635925)
|
| 386 |
+
368 train 7.598778 (lr=1.9421e-04) (hash(x)=6358540)
|
| 387 |
+
369 train 7.972240 (lr=1.9406e-04) (hash(x)=5923706)
|
| 388 |
+
370 train 7.589488 (lr=1.9392e-04) (hash(x)=4843320)
|
| 389 |
+
371 train 7.893913 (lr=1.9378e-04) (hash(x)=6663801)
|
| 390 |
+
372 train 7.688990 (lr=1.9363e-04) (hash(x)=5583287)
|
| 391 |
+
373 train 7.672047 (lr=1.9349e-04) (hash(x)=6113540)
|
| 392 |
+
374 train 7.779304 (lr=1.9334e-04) (hash(x)=6389936)
|
| 393 |
+
375 train 7.763093 (lr=1.9319e-04) (hash(x)=5869441)
|
| 394 |
+
376 train 7.818826 (lr=1.9304e-04) (hash(x)=5148617)
|
| 395 |
+
377 train 8.073936 (lr=1.9288e-04) (hash(x)=6913454)
|
| 396 |
+
378 train 7.798039 (lr=1.9273e-04) (hash(x)=5356233)
|
| 397 |
+
379 train 7.787842 (lr=1.9257e-04) (hash(x)=6698878)
|
| 398 |
+
380 train 7.702433 (lr=1.9241e-04) (hash(x)=6280665)
|
| 399 |
+
381 train 7.908127 (lr=1.9225e-04) (hash(x)=6094899)
|
| 400 |
+
382 train 7.470886 (lr=1.9209e-04) (hash(x)=6249746)
|
| 401 |
+
383 train 7.797125 (lr=1.9193e-04) (hash(x)=6349004)
|
| 402 |
+
384 train 7.723500 (lr=1.9176e-04) (hash(x)=7013468)
|
| 403 |
+
385 train 7.697244 (lr=1.9160e-04) (hash(x)=6045933)
|
| 404 |
+
386 train 8.018248 (lr=1.9143e-04) (hash(x)=6571735)
|
| 405 |
+
387 train 7.623819 (lr=1.9126e-04) (hash(x)=4986137)
|
| 406 |
+
388 train 7.290435 (lr=1.9109e-04) (hash(x)=5244912)
|
| 407 |
+
389 train 7.655291 (lr=1.9091e-04) (hash(x)=4798229)
|
| 408 |
+
390 train 7.692018 (lr=1.9074e-04) (hash(x)=5815783)
|
| 409 |
+
391 train 7.502819 (lr=1.9056e-04) (hash(x)=6008454)
|
| 410 |
+
392 train 7.693169 (lr=1.9039e-04) (hash(x)=6407333)
|
| 411 |
+
393 train 7.590372 (lr=1.9021e-04) (hash(x)=5938362)
|
| 412 |
+
394 train 7.456230 (lr=1.9003e-04) (hash(x)=6077124)
|
| 413 |
+
395 train 7.752810 (lr=1.8985e-04) (hash(x)=6550770)
|
| 414 |
+
396 train 7.590805 (lr=1.8966e-04) (hash(x)=6181528)
|
| 415 |
+
397 train 7.866416 (lr=1.8948e-04) (hash(x)=7055344)
|
| 416 |
+
398 train 7.972468 (lr=1.8929e-04) (hash(x)=7689348)
|
| 417 |
+
399 train 7.879353 (lr=1.8910e-04) (hash(x)=7682741)
|
| 418 |
+
400 val loss 7.7600
|
| 419 |
+
400 val perplexity 2344.9790
|
| 420 |
+
400 train 7.693010 (lr=1.8891e-04) (hash(x)=5189401)
|
| 421 |
+
401 train 7.728419 (lr=1.8872e-04) (hash(x)=7372095)
|
| 422 |
+
402 train 7.807273 (lr=1.8853e-04) (hash(x)=6838219)
|
| 423 |
+
403 train 8.284609 (lr=1.8834e-04) (hash(x)=7892158)
|
| 424 |
+
404 train 7.937898 (lr=1.8814e-04) (hash(x)=5677077)
|
| 425 |
+
405 train 7.556235 (lr=1.8794e-04) (hash(x)=5929740)
|
| 426 |
+
406 train 7.717421 (lr=1.8774e-04) (hash(x)=5285055)
|
| 427 |
+
407 train 7.802217 (lr=1.8754e-04) (hash(x)=7794028)
|
| 428 |
+
408 train 7.903992 (lr=1.8734e-04) (hash(x)=6640802)
|
| 429 |
+
409 train 7.978027 (lr=1.8714e-04) (hash(x)=6839923)
|
| 430 |
+
410 train 7.449770 (lr=1.8693e-04) (hash(x)=4020997)
|
| 431 |
+
411 train 7.623665 (lr=1.8673e-04) (hash(x)=7093523)
|
| 432 |
+
412 train 7.926448 (lr=1.8652e-04) (hash(x)=7370045)
|
| 433 |
+
413 train 7.645683 (lr=1.8631e-04) (hash(x)=5341312)
|
| 434 |
+
414 train 7.665128 (lr=1.8610e-04) (hash(x)=5589312)
|
| 435 |
+
415 train 8.124632 (lr=1.8589e-04) (hash(x)=6166062)
|
| 436 |
+
416 train 8.043650 (lr=1.8567e-04) (hash(x)=8354149)
|
| 437 |
+
417 train 7.647033 (lr=1.8546e-04) (hash(x)=5992164)
|
| 438 |
+
418 train 7.665911 (lr=1.8524e-04) (hash(x)=4748657)
|
| 439 |
+
419 train 7.701187 (lr=1.8502e-04) (hash(x)=6645781)
|
| 440 |
+
420 train 7.918882 (lr=1.8480e-04) (hash(x)=6689147)
|
| 441 |
+
421 train 7.786612 (lr=1.8458e-04) (hash(x)=6207724)
|
| 442 |
+
422 train 7.739450 (lr=1.8436e-04) (hash(x)=6232863)
|
| 443 |
+
423 train 7.502040 (lr=1.8414e-04) (hash(x)=4811192)
|
| 444 |
+
424 train 7.512648 (lr=1.8391e-04) (hash(x)=6211761)
|
| 445 |
+
425 train 7.701155 (lr=1.8369e-04) (hash(x)=6906335)
|
| 446 |
+
426 train 7.622811 (lr=1.8346e-04) (hash(x)=4922365)
|
| 447 |
+
427 train 7.658427 (lr=1.8323e-04) (hash(x)=5970866)
|
| 448 |
+
428 train 7.590514 (lr=1.8300e-04) (hash(x)=6417833)
|
| 449 |
+
429 train 7.700044 (lr=1.8276e-04) (hash(x)=5238015)
|
| 450 |
+
430 train 7.603992 (lr=1.8253e-04) (hash(x)=5375451)
|
| 451 |
+
431 train 7.719973 (lr=1.8230e-04) (hash(x)=7822680)
|
| 452 |
+
432 train 7.762851 (lr=1.8206e-04) (hash(x)=6173200)
|
| 453 |
+
433 train 7.519185 (lr=1.8182e-04) (hash(x)=5478019)
|
| 454 |
+
434 train 7.732025 (lr=1.8158e-04) (hash(x)=5597859)
|
| 455 |
+
435 train 7.572690 (lr=1.8134e-04) (hash(x)=6317317)
|
| 456 |
+
436 train 7.768342 (lr=1.8110e-04) (hash(x)=7120467)
|
| 457 |
+
437 train 7.882036 (lr=1.8086e-04) (hash(x)=5832344)
|
| 458 |
+
438 train 7.758165 (lr=1.8061e-04) (hash(x)=6813802)
|
| 459 |
+
439 train 7.818798 (lr=1.8036e-04) (hash(x)=6431409)
|
| 460 |
+
440 train 7.844862 (lr=1.8012e-04) (hash(x)=5886861)
|
| 461 |
+
441 train 7.614089 (lr=1.7987e-04) (hash(x)=5900130)
|
| 462 |
+
442 train 7.852407 (lr=1.7962e-04) (hash(x)=6061563)
|
| 463 |
+
443 train 7.794435 (lr=1.7937e-04) (hash(x)=6653337)
|
| 464 |
+
444 train 7.707383 (lr=1.7911e-04) (hash(x)=6575992)
|
| 465 |
+
445 train 7.706908 (lr=1.7886e-04) (hash(x)=6696784)
|
| 466 |
+
446 train 7.847198 (lr=1.7860e-04) (hash(x)=6242161)
|
| 467 |
+
447 train 7.702934 (lr=1.7835e-04) (hash(x)=5323032)
|
| 468 |
+
448 train 7.489307 (lr=1.7809e-04) (hash(x)=6439367)
|
| 469 |
+
449 train 7.732404 (lr=1.7783e-04) (hash(x)=5372100)
|
| 470 |
+
450 val loss 7.7250
|
| 471 |
+
450 val perplexity 2264.2266
|
| 472 |
+
450 train 7.761188 (lr=1.7757e-04) (hash(x)=6344849)
|
| 473 |
+
451 train 7.412691 (lr=1.7731e-04) (hash(x)=5125339)
|
| 474 |
+
452 train 7.405895 (lr=1.7704e-04) (hash(x)=4876156)
|
| 475 |
+
453 train 7.547815 (lr=1.7678e-04) (hash(x)=5664463)
|
| 476 |
+
454 train 7.445304 (lr=1.7651e-04) (hash(x)=6010042)
|
| 477 |
+
455 train 7.658559 (lr=1.7624e-04) (hash(x)=7363286)
|
| 478 |
+
456 train 8.242727 (lr=1.7597e-04) (hash(x)=4873268)
|
| 479 |
+
457 train 7.959551 (lr=1.7570e-04) (hash(x)=7444468)
|
| 480 |
+
458 train 7.980326 (lr=1.7543e-04) (hash(x)=6698134)
|
| 481 |
+
459 train 7.801604 (lr=1.7516e-04) (hash(x)=7670050)
|
| 482 |
+
460 train 7.816780 (lr=1.7489e-04) (hash(x)=6280866)
|
| 483 |
+
461 train 7.714090 (lr=1.7461e-04) (hash(x)=8189420)
|
| 484 |
+
462 train 7.806901 (lr=1.7434e-04) (hash(x)=6878292)
|
| 485 |
+
463 train 7.519126 (lr=1.7406e-04) (hash(x)=5616075)
|
| 486 |
+
464 train 7.719515 (lr=1.7378e-04) (hash(x)=5839939)
|
| 487 |
+
465 train 7.606757 (lr=1.7350e-04) (hash(x)=6360924)
|
| 488 |
+
466 train 8.046442 (lr=1.7322e-04) (hash(x)=6466475)
|
| 489 |
+
467 train 7.824868 (lr=1.7294e-04) (hash(x)=6593764)
|
| 490 |
+
468 train 8.261981 (lr=1.7265e-04) (hash(x)=7389698)
|
| 491 |
+
469 train 7.910909 (lr=1.7237e-04) (hash(x)=6764377)
|
| 492 |
+
470 train 7.637399 (lr=1.7208e-04) (hash(x)=7293570)
|
| 493 |
+
471 train 7.663312 (lr=1.7179e-04) (hash(x)=5672608)
|
| 494 |
+
472 train 7.532629 (lr=1.7151e-04) (hash(x)=5587975)
|
| 495 |
+
473 train 7.415164 (lr=1.7122e-04) (hash(x)=6985256)
|
| 496 |
+
474 train 8.010103 (lr=1.7092e-04) (hash(x)=6549231)
|
| 497 |
+
475 train 7.711175 (lr=1.7063e-04) (hash(x)=6828653)
|
| 498 |
+
476 train 7.524570 (lr=1.7034e-04) (hash(x)=5478970)
|
| 499 |
+
477 train 7.569299 (lr=1.7004e-04) (hash(x)=5199845)
|
| 500 |
+
478 train 7.650083 (lr=1.6975e-04) (hash(x)=6482073)
|
| 501 |
+
479 train 7.745840 (lr=1.6945e-04) (hash(x)=6839867)
|
| 502 |
+
480 train 7.740882 (lr=1.6915e-04) (hash(x)=7073454)
|
| 503 |
+
481 train 7.989164 (lr=1.6886e-04) (hash(x)=6928712)
|
| 504 |
+
482 train 7.723703 (lr=1.6856e-04) (hash(x)=5962982)
|
| 505 |
+
483 train 7.821363 (lr=1.6825e-04) (hash(x)=8426992)
|
| 506 |
+
484 train 7.738289 (lr=1.6795e-04) (hash(x)=6422394)
|
| 507 |
+
485 train 7.680492 (lr=1.6765e-04) (hash(x)=5330355)
|
| 508 |
+
486 train 7.154161 (lr=1.6734e-04) (hash(x)=4111491)
|
| 509 |
+
487 train 7.181684 (lr=1.6704e-04) (hash(x)=4916928)
|
| 510 |
+
488 train 7.350986 (lr=1.6673e-04) (hash(x)=6610244)
|
| 511 |
+
489 train 7.846370 (lr=1.6642e-04) (hash(x)=7287928)
|
| 512 |
+
490 train 7.739513 (lr=1.6611e-04) (hash(x)=6525083)
|
| 513 |
+
491 train 7.667002 (lr=1.6580e-04) (hash(x)=6484050)
|
| 514 |
+
492 train 7.834908 (lr=1.6549e-04) (hash(x)=6573424)
|
| 515 |
+
493 train 7.700305 (lr=1.6518e-04) (hash(x)=5062850)
|
| 516 |
+
494 train 7.652481 (lr=1.6487e-04) (hash(x)=6215995)
|
| 517 |
+
495 train 7.765934 (lr=1.6455e-04) (hash(x)=8353379)
|
| 518 |
+
496 train 7.702172 (lr=1.6424e-04) (hash(x)=6344823)
|
| 519 |
+
497 train 7.660632 (lr=1.6392e-04) (hash(x)=6805358)
|
| 520 |
+
498 train 7.522215 (lr=1.6360e-04) (hash(x)=6018070)
|
| 521 |
+
499 train 7.801767 (lr=1.6328e-04) (hash(x)=6552510)
|
| 522 |
+
500 val loss 7.6751
|
| 523 |
+
500 val perplexity 2153.9329
|
| 524 |
+
500 train 7.598320 (lr=1.6296e-04) (hash(x)=7218108)
|
| 525 |
+
501 train 7.801229 (lr=1.6264e-04) (hash(x)=5105545)
|
| 526 |
+
502 train 7.763143 (lr=1.6232e-04) (hash(x)=5997860)
|
| 527 |
+
503 train 7.574910 (lr=1.6200e-04) (hash(x)=4838871)
|
| 528 |
+
504 train 7.606785 (lr=1.6168e-04) (hash(x)=7105888)
|
| 529 |
+
505 train 7.934749 (lr=1.6135e-04) (hash(x)=5945286)
|
| 530 |
+
506 train 7.158486 (lr=1.6103e-04) (hash(x)=4381720)
|
| 531 |
+
507 train 6.841398 (lr=1.6070e-04) (hash(x)=3021697)
|
| 532 |
+
508 train 7.235814 (lr=1.6037e-04) (hash(x)=6826973)
|
| 533 |
+
509 train 7.787283 (lr=1.6004e-04) (hash(x)=6443070)
|
| 534 |
+
510 train 7.477246 (lr=1.5971e-04) (hash(x)=5520637)
|
| 535 |
+
511 train 7.743924 (lr=1.5938e-04) (hash(x)=6795665)
|
| 536 |
+
512 train 7.534363 (lr=1.5905e-04) (hash(x)=6063891)
|
| 537 |
+
513 train 8.028758 (lr=1.5872e-04) (hash(x)=7683068)
|
| 538 |
+
514 train 7.306225 (lr=1.5838e-04) (hash(x)=5526694)
|
| 539 |
+
515 train 7.341669 (lr=1.5805e-04) (hash(x)=5486935)
|
| 540 |
+
516 train 7.697443 (lr=1.5772e-04) (hash(x)=6002252)
|
| 541 |
+
517 train 7.683260 (lr=1.5738e-04) (hash(x)=6115232)
|
| 542 |
+
518 train 7.963529 (lr=1.5704e-04) (hash(x)=9039136)
|
| 543 |
+
519 train 7.608561 (lr=1.5670e-04) (hash(x)=6678038)
|
| 544 |
+
520 train 7.770864 (lr=1.5636e-04) (hash(x)=5383926)
|
| 545 |
+
521 train 7.816237 (lr=1.5602e-04) (hash(x)=5747629)
|
| 546 |
+
522 train 7.683764 (lr=1.5568e-04) (hash(x)=7090040)
|
| 547 |
+
523 train 7.914528 (lr=1.5534e-04) (hash(x)=6657714)
|
| 548 |
+
524 train 7.608367 (lr=1.5500e-04) (hash(x)=5414034)
|
| 549 |
+
525 train 7.646364 (lr=1.5466e-04) (hash(x)=6190642)
|
| 550 |
+
526 train 7.786247 (lr=1.5431e-04) (hash(x)=7431177)
|
| 551 |
+
527 train 7.660243 (lr=1.5397e-04) (hash(x)=6112215)
|
| 552 |
+
528 train 7.798132 (lr=1.5362e-04) (hash(x)=6785874)
|
| 553 |
+
529 train 7.526227 (lr=1.5327e-04) (hash(x)=7314989)
|
| 554 |
+
530 train 7.751375 (lr=1.5293e-04) (hash(x)=6222614)
|
| 555 |
+
531 train 7.832531 (lr=1.5258e-04) (hash(x)=8353143)
|
| 556 |
+
532 train 7.912910 (lr=1.5223e-04) (hash(x)=6752498)
|
| 557 |
+
533 train 7.655527 (lr=1.5188e-04) (hash(x)=5912570)
|
| 558 |
+
534 train 7.808606 (lr=1.5153e-04) (hash(x)=5621785)
|
| 559 |
+
535 train 7.706855 (lr=1.5118e-04) (hash(x)=5915361)
|
| 560 |
+
536 train 7.535885 (lr=1.5082e-04) (hash(x)=6853672)
|
| 561 |
+
537 train 7.512347 (lr=1.5047e-04) (hash(x)=6369494)
|
| 562 |
+
538 train 7.678410 (lr=1.5012e-04) (hash(x)=6039652)
|
| 563 |
+
539 train 7.797748 (lr=1.4976e-04) (hash(x)=6254885)
|
| 564 |
+
540 train 7.650626 (lr=1.4941e-04) (hash(x)=5829860)
|
| 565 |
+
541 train 7.572127 (lr=1.4905e-04) (hash(x)=5425120)
|
| 566 |
+
542 train 7.360905 (lr=1.4869e-04) (hash(x)=5209746)
|
| 567 |
+
543 train 7.917442 (lr=1.4833e-04) (hash(x)=5771588)
|
| 568 |
+
544 train 7.634370 (lr=1.4798e-04) (hash(x)=8298790)
|
| 569 |
+
545 train 7.691929 (lr=1.4762e-04) (hash(x)=6763967)
|
| 570 |
+
546 train 7.675530 (lr=1.4726e-04) (hash(x)=4882397)
|
| 571 |
+
547 train 7.466078 (lr=1.4690e-04) (hash(x)=5561507)
|
| 572 |
+
548 train 7.477010 (lr=1.4653e-04) (hash(x)=5762755)
|
| 573 |
+
549 train 7.580343 (lr=1.4617e-04) (hash(x)=7081151)
|
| 574 |
+
550 val loss 7.6262
|
| 575 |
+
550 val perplexity 2051.2283
|
| 576 |
+
550 train 7.497870 (lr=1.4581e-04) (hash(x)=5047520)
|
| 577 |
+
551 train 7.627199 (lr=1.4545e-04) (hash(x)=5688829)
|
| 578 |
+
552 train 7.527453 (lr=1.4508e-04) (hash(x)=7008925)
|
| 579 |
+
553 train 7.640628 (lr=1.4472e-04) (hash(x)=7821554)
|
| 580 |
+
554 train 7.648827 (lr=1.4435e-04) (hash(x)=6469035)
|
| 581 |
+
555 train 7.465584 (lr=1.4398e-04) (hash(x)=5371951)
|
| 582 |
+
556 train 7.763328 (lr=1.4362e-04) (hash(x)=6436050)
|
| 583 |
+
557 train 7.707864 (lr=1.4325e-04) (hash(x)=8120149)
|
| 584 |
+
558 train 7.935392 (lr=1.4288e-04) (hash(x)=6189935)
|
| 585 |
+
559 train 7.638746 (lr=1.4251e-04) (hash(x)=5443305)
|
| 586 |
+
560 train 7.731345 (lr=1.4214e-04) (hash(x)=6294312)
|
| 587 |
+
561 train 7.365246 (lr=1.4177e-04) (hash(x)=7066030)
|
| 588 |
+
562 train 7.767698 (lr=1.4140e-04) (hash(x)=7744989)
|
| 589 |
+
563 train 7.913129 (lr=1.4103e-04) (hash(x)=5016757)
|
| 590 |
+
564 train 7.742455 (lr=1.4066e-04) (hash(x)=8001284)
|
| 591 |
+
565 train 7.668474 (lr=1.4029e-04) (hash(x)=6296163)
|
| 592 |
+
566 train 7.776181 (lr=1.3991e-04) (hash(x)=6027688)
|
| 593 |
+
567 train 7.681470 (lr=1.3954e-04) (hash(x)=6901933)
|
| 594 |
+
568 train 7.534114 (lr=1.3916e-04) (hash(x)=5124305)
|
| 595 |
+
569 train 7.664458 (lr=1.3879e-04) (hash(x)=8056633)
|
| 596 |
+
570 train 7.721654 (lr=1.3841e-04) (hash(x)=6677566)
|
| 597 |
+
571 train 7.726655 (lr=1.3804e-04) (hash(x)=6019085)
|
| 598 |
+
572 train 7.505062 (lr=1.3766e-04) (hash(x)=5924495)
|
| 599 |
+
573 train 7.598801 (lr=1.3728e-04) (hash(x)=7003893)
|
| 600 |
+
574 train 7.566664 (lr=1.3691e-04) (hash(x)=5563075)
|
| 601 |
+
575 train 7.392373 (lr=1.3653e-04) (hash(x)=4294425)
|
| 602 |
+
576 train 7.646019 (lr=1.3615e-04) (hash(x)=5677870)
|
| 603 |
+
577 train 7.462424 (lr=1.3577e-04) (hash(x)=6568540)
|
| 604 |
+
578 train 7.718164 (lr=1.3539e-04) (hash(x)=7473394)
|
| 605 |
+
579 train 7.736392 (lr=1.3501e-04) (hash(x)=6095229)
|
| 606 |
+
580 train 7.714333 (lr=1.3463e-04) (hash(x)=6946168)
|
| 607 |
+
581 train 7.529428 (lr=1.3425e-04) (hash(x)=5512150)
|
| 608 |
+
582 train 7.166545 (lr=1.3387e-04) (hash(x)=4380268)
|
| 609 |
+
583 train 7.236151 (lr=1.3348e-04) (hash(x)=4363941)
|
| 610 |
+
584 train 7.392097 (lr=1.3310e-04) (hash(x)=4836009)
|
| 611 |
+
585 train 7.688985 (lr=1.3272e-04) (hash(x)=6457783)
|
| 612 |
+
586 train 7.555036 (lr=1.3234e-04) (hash(x)=6378784)
|
| 613 |
+
587 train 7.450460 (lr=1.3195e-04) (hash(x)=4693798)
|
| 614 |
+
588 train 7.809880 (lr=1.3157e-04) (hash(x)=9193310)
|
| 615 |
+
589 train 8.476392 (lr=1.3118e-04) (hash(x)=8759806)
|
| 616 |
+
590 train 8.821692 (lr=1.3080e-04) (hash(x)=9176140)
|
| 617 |
+
591 train 7.562479 (lr=1.3041e-04) (hash(x)=5486335)
|
| 618 |
+
592 train 7.778407 (lr=1.3003e-04) (hash(x)=7868436)
|
| 619 |
+
593 train 7.674592 (lr=1.2964e-04) (hash(x)=6964993)
|
| 620 |
+
594 train 7.861164 (lr=1.2925e-04) (hash(x)=6741270)
|
| 621 |
+
595 train 8.123202 (lr=1.2887e-04) (hash(x)=7907450)
|
| 622 |
+
596 train 7.988882 (lr=1.2848e-04) (hash(x)=6443452)
|
| 623 |
+
597 train 7.608569 (lr=1.2809e-04) (hash(x)=5236642)
|
| 624 |
+
598 train 7.718880 (lr=1.2770e-04) (hash(x)=5604795)
|
| 625 |
+
599 train 7.670129 (lr=1.2732e-04) (hash(x)=7295165)
|
| 626 |
+
600 val loss 7.6030
|
| 627 |
+
600 val perplexity 2004.2572
|
| 628 |
+
600 train 7.613661 (lr=1.2693e-04) (hash(x)=6034549)
|
| 629 |
+
601 train 7.646752 (lr=1.2654e-04) (hash(x)=4913602)
|
| 630 |
+
602 train 7.591200 (lr=1.2615e-04) (hash(x)=6271294)
|
| 631 |
+
603 train 7.732038 (lr=1.2576e-04) (hash(x)=6814026)
|
| 632 |
+
604 train 7.621162 (lr=1.2537e-04) (hash(x)=6848040)
|
| 633 |
+
605 train 7.907537 (lr=1.2498e-04) (hash(x)=7042051)
|
| 634 |
+
606 train 7.821778 (lr=1.2459e-04) (hash(x)=6481002)
|
| 635 |
+
607 train 7.451346 (lr=1.2420e-04) (hash(x)=6267424)
|
| 636 |
+
608 train 7.788858 (lr=1.2381e-04) (hash(x)=7665306)
|
| 637 |
+
609 train 7.678466 (lr=1.2341e-04) (hash(x)=5614727)
|
| 638 |
+
610 train 7.689917 (lr=1.2302e-04) (hash(x)=7039197)
|
| 639 |
+
611 train 7.740019 (lr=1.2263e-04) (hash(x)=8086437)
|
| 640 |
+
612 train 7.813795 (lr=1.2224e-04) (hash(x)=6993846)
|
| 641 |
+
613 train 7.820864 (lr=1.2185e-04) (hash(x)=5900143)
|
| 642 |
+
614 train 7.714909 (lr=1.2145e-04) (hash(x)=4841318)
|
| 643 |
+
615 train 7.693137 (lr=1.2106e-04) (hash(x)=5270452)
|
| 644 |
+
616 train 7.609314 (lr=1.2067e-04) (hash(x)=5955026)
|
| 645 |
+
617 train 7.695532 (lr=1.2027e-04) (hash(x)=8617707)
|
| 646 |
+
618 train 7.539489 (lr=1.1988e-04) (hash(x)=5159401)
|
| 647 |
+
619 train 7.532191 (lr=1.1949e-04) (hash(x)=6420820)
|
| 648 |
+
620 train 7.515136 (lr=1.1909e-04) (hash(x)=6628863)
|
| 649 |
+
621 train 7.332473 (lr=1.1870e-04) (hash(x)=6215930)
|
| 650 |
+
622 train 7.665909 (lr=1.1830e-04) (hash(x)=5248645)
|
| 651 |
+
623 train 7.551149 (lr=1.1791e-04) (hash(x)=6305297)
|
| 652 |
+
624 train 8.071685 (lr=1.1752e-04) (hash(x)=6989704)
|
| 653 |
+
625 train 7.618983 (lr=1.1712e-04) (hash(x)=4026682)
|
| 654 |
+
626 train 7.497633 (lr=1.1673e-04) (hash(x)=6367688)
|
| 655 |
+
627 train 7.579348 (lr=1.1633e-04) (hash(x)=7889849)
|
| 656 |
+
628 train 7.751318 (lr=1.1594e-04) (hash(x)=7334719)
|
| 657 |
+
629 train 7.876184 (lr=1.1554e-04) (hash(x)=6141721)
|
| 658 |
+
630 train 8.653469 (lr=1.1515e-04) (hash(x)=5056572)
|
| 659 |
+
631 train 8.088810 (lr=1.1475e-04) (hash(x)=6040077)
|
| 660 |
+
632 train 8.184292 (lr=1.1435e-04) (hash(x)=6866651)
|
| 661 |
+
633 train 8.428826 (lr=1.1396e-04) (hash(x)=6155449)
|
| 662 |
+
634 train 7.986074 (lr=1.1356e-04) (hash(x)=6690174)
|
| 663 |
+
635 train 7.651904 (lr=1.1317e-04) (hash(x)=5652497)
|
| 664 |
+
636 train 7.693996 (lr=1.1277e-04) (hash(x)=5931050)
|
| 665 |
+
637 train 7.784171 (lr=1.1238e-04) (hash(x)=6961314)
|
| 666 |
+
638 train 7.601748 (lr=1.1198e-04) (hash(x)=5973636)
|
| 667 |
+
639 train 7.615609 (lr=1.1158e-04) (hash(x)=7130251)
|
| 668 |
+
640 train 7.390998 (lr=1.1119e-04) (hash(x)=7503390)
|
| 669 |
+
641 train 7.430662 (lr=1.1079e-04) (hash(x)=5927461)
|
| 670 |
+
642 train 7.602638 (lr=1.1040e-04) (hash(x)=6196741)
|
| 671 |
+
643 train 7.501169 (lr=1.1000e-04) (hash(x)=6610177)
|
| 672 |
+
644 train 7.478892 (lr=1.0960e-04) (hash(x)=6635147)
|
| 673 |
+
645 train 7.742132 (lr=1.0921e-04) (hash(x)=7277580)
|
| 674 |
+
646 train 7.385297 (lr=1.0881e-04) (hash(x)=5050080)
|
| 675 |
+
647 train 7.461150 (lr=1.0842e-04) (hash(x)=6508350)
|
| 676 |
+
648 train 7.691919 (lr=1.0802e-04) (hash(x)=5276338)
|
| 677 |
+
649 train 7.827346 (lr=1.0762e-04) (hash(x)=6536034)
|
| 678 |
+
650 val loss 7.5901
|
| 679 |
+
650 val perplexity 1978.4186
|
| 680 |
+
650 train 7.621641 (lr=1.0723e-04) (hash(x)=6944772)
|
| 681 |
+
651 train 7.631462 (lr=1.0683e-04) (hash(x)=6994983)
|
| 682 |
+
652 train 7.616026 (lr=1.0644e-04) (hash(x)=7172017)
|
| 683 |
+
653 train 7.673979 (lr=1.0604e-04) (hash(x)=8700721)
|
| 684 |
+
654 train 7.661611 (lr=1.0565e-04) (hash(x)=6774360)
|
| 685 |
+
655 train 7.493419 (lr=1.0525e-04) (hash(x)=5859576)
|
| 686 |
+
656 train 7.219246 (lr=1.0485e-04) (hash(x)=5899275)
|
| 687 |
+
657 train 7.160003 (lr=1.0446e-04) (hash(x)=5264962)
|
| 688 |
+
658 train 6.957269 (lr=1.0406e-04) (hash(x)=5679861)
|
| 689 |
+
659 train 7.390823 (lr=1.0367e-04) (hash(x)=5487065)
|
| 690 |
+
660 train 7.173598 (lr=1.0327e-04) (hash(x)=4239476)
|
| 691 |
+
661 train 7.470143 (lr=1.0288e-04) (hash(x)=5731624)
|
| 692 |
+
662 train 7.588861 (lr=1.0248e-04) (hash(x)=5883465)
|
| 693 |
+
663 train 7.387310 (lr=1.0209e-04) (hash(x)=4892065)
|
| 694 |
+
664 train 7.202816 (lr=1.0170e-04) (hash(x)=5858782)
|
| 695 |
+
665 train 7.510429 (lr=1.0130e-04) (hash(x)=5489496)
|
| 696 |
+
666 train 7.182369 (lr=1.0091e-04) (hash(x)=4485195)
|
| 697 |
+
667 train 7.217450 (lr=1.0051e-04) (hash(x)=4933674)
|
| 698 |
+
668 train 7.469052 (lr=1.0012e-04) (hash(x)=5746292)
|
| 699 |
+
669 train 7.459678 (lr=9.9726e-05) (hash(x)=7021003)
|
| 700 |
+
670 train 7.635485 (lr=9.9333e-05) (hash(x)=5876710)
|
| 701 |
+
671 train 7.672353 (lr=9.8940e-05) (hash(x)=7317289)
|
| 702 |
+
672 train 7.790796 (lr=9.8547e-05) (hash(x)=5598226)
|
| 703 |
+
673 train 7.611783 (lr=9.8154e-05) (hash(x)=7869305)
|
| 704 |
+
674 train 7.651715 (lr=9.7762e-05) (hash(x)=6611408)
|
| 705 |
+
675 train 7.652100 (lr=9.7370e-05) (hash(x)=6811522)
|
| 706 |
+
676 train 7.627545 (lr=9.6978e-05) (hash(x)=6704714)
|
| 707 |
+
677 train 7.488461 (lr=9.6586e-05) (hash(x)=6601423)
|
| 708 |
+
678 train 7.721136 (lr=9.6195e-05) (hash(x)=6726071)
|
| 709 |
+
679 train 7.195115 (lr=9.5804e-05) (hash(x)=5510218)
|
| 710 |
+
680 train 7.964314 (lr=9.5413e-05) (hash(x)=7950952)
|
| 711 |
+
681 train 7.630976 (lr=9.5022e-05) (hash(x)=7180298)
|
| 712 |
+
682 train 7.462156 (lr=9.4632e-05) (hash(x)=6068813)
|
| 713 |
+
683 train 7.607046 (lr=9.4242e-05) (hash(x)=7304235)
|
| 714 |
+
684 train 7.630424 (lr=9.3852e-05) (hash(x)=7441806)
|
| 715 |
+
685 train 7.734046 (lr=9.3463e-05) (hash(x)=8111920)
|
| 716 |
+
686 train 8.340057 (lr=9.3073e-05) (hash(x)=6222783)
|
| 717 |
+
687 train 7.610721 (lr=9.2685e-05) (hash(x)=6752265)
|
| 718 |
+
688 train 7.428543 (lr=9.2296e-05) (hash(x)=6147634)
|
| 719 |
+
689 train 7.472649 (lr=9.1908e-05) (hash(x)=6788720)
|
| 720 |
+
690 train 7.627368 (lr=9.1520e-05) (hash(x)=6413518)
|
| 721 |
+
691 train 7.488778 (lr=9.1133e-05) (hash(x)=5994476)
|
| 722 |
+
692 train 7.406815 (lr=9.0746e-05) (hash(x)=5462082)
|
| 723 |
+
693 train 7.420877 (lr=9.0359e-05) (hash(x)=5862533)
|
| 724 |
+
694 train 7.574021 (lr=8.9973e-05) (hash(x)=7132796)
|
| 725 |
+
695 train 7.494799 (lr=8.9587e-05) (hash(x)=6530867)
|
| 726 |
+
696 train 7.530682 (lr=8.9202e-05) (hash(x)=7932207)
|
| 727 |
+
697 train 7.499899 (lr=8.8817e-05) (hash(x)=5914734)
|
| 728 |
+
698 train 7.673356 (lr=8.8432e-05) (hash(x)=6361594)
|
| 729 |
+
699 train 7.623429 (lr=8.8048e-05) (hash(x)=5746260)
|
| 730 |
+
700 val loss 7.5352
|
| 731 |
+
700 val perplexity 1872.7638
|
| 732 |
+
700 train 7.565264 (lr=8.7664e-05) (hash(x)=7065743)
|
| 733 |
+
701 train 7.482403 (lr=8.7281e-05) (hash(x)=6856097)
|
| 734 |
+
702 train 7.543030 (lr=8.6898e-05) (hash(x)=7588648)
|
| 735 |
+
703 train 7.481628 (lr=8.6515e-05) (hash(x)=5790078)
|
| 736 |
+
704 train 7.503336 (lr=8.6133e-05) (hash(x)=6069422)
|
| 737 |
+
705 train 7.838685 (lr=8.5751e-05) (hash(x)=5805002)
|
| 738 |
+
706 train 7.543121 (lr=8.5370e-05) (hash(x)=5344711)
|
| 739 |
+
707 train 7.379295 (lr=8.4990e-05) (hash(x)=6430135)
|
| 740 |
+
708 train 7.474722 (lr=8.4610e-05) (hash(x)=6317763)
|
| 741 |
+
709 train 7.401411 (lr=8.4230e-05) (hash(x)=6156715)
|
| 742 |
+
710 train 7.773821 (lr=8.3851e-05) (hash(x)=6321494)
|
| 743 |
+
711 train 7.798543 (lr=8.3472e-05) (hash(x)=7614023)
|
| 744 |
+
712 train 7.760346 (lr=8.3094e-05) (hash(x)=6740380)
|
| 745 |
+
713 train 7.610069 (lr=8.2716e-05) (hash(x)=4861744)
|
| 746 |
+
714 train 7.491691 (lr=8.2339e-05) (hash(x)=6542179)
|
| 747 |
+
715 train 7.546649 (lr=8.1963e-05) (hash(x)=5244861)
|
| 748 |
+
716 train 7.666377 (lr=8.1587e-05) (hash(x)=7306636)
|
| 749 |
+
717 train 7.476132 (lr=8.1211e-05) (hash(x)=7163697)
|
| 750 |
+
718 train 7.699056 (lr=8.0836e-05) (hash(x)=6421642)
|
| 751 |
+
719 train 7.472867 (lr=8.0462e-05) (hash(x)=5245146)
|
| 752 |
+
720 train 7.556446 (lr=8.0088e-05) (hash(x)=6046027)
|
| 753 |
+
721 train 7.329065 (lr=7.9715e-05) (hash(x)=6153866)
|
| 754 |
+
722 train 7.507441 (lr=7.9342e-05) (hash(x)=5827481)
|
| 755 |
+
723 train 7.454361 (lr=7.8970e-05) (hash(x)=6415565)
|
| 756 |
+
724 train 7.593674 (lr=7.8599e-05) (hash(x)=6409570)
|
| 757 |
+
725 train 8.035931 (lr=7.8228e-05) (hash(x)=7835853)
|
| 758 |
+
726 train 7.173873 (lr=7.7858e-05) (hash(x)=4827589)
|
| 759 |
+
727 train 7.263602 (lr=7.7488e-05) (hash(x)=5786972)
|
| 760 |
+
728 train 7.712968 (lr=7.7119e-05) (hash(x)=6736612)
|
| 761 |
+
729 train 7.564220 (lr=7.6751e-05) (hash(x)=6733560)
|
| 762 |
+
730 train 7.738716 (lr=7.6383e-05) (hash(x)=4877208)
|
| 763 |
+
731 train 7.229712 (lr=7.6016e-05) (hash(x)=6131703)
|
| 764 |
+
732 train 7.370987 (lr=7.5650e-05) (hash(x)=6533769)
|
| 765 |
+
733 train 7.318854 (lr=7.5284e-05) (hash(x)=6001331)
|
| 766 |
+
734 train 7.894945 (lr=7.4919e-05) (hash(x)=10602643)
|
| 767 |
+
735 train 7.787372 (lr=7.4555e-05) (hash(x)=6346459)
|
| 768 |
+
736 train 7.488129 (lr=7.4191e-05) (hash(x)=6728215)
|
| 769 |
+
737 train 7.806063 (lr=7.3828e-05) (hash(x)=8943770)
|
| 770 |
+
738 train 7.601428 (lr=7.3466e-05) (hash(x)=7141912)
|
| 771 |
+
739 train 7.556621 (lr=7.3105e-05) (hash(x)=6504131)
|
| 772 |
+
740 train 7.415032 (lr=7.2744e-05) (hash(x)=6461667)
|
| 773 |
+
741 train 7.624809 (lr=7.2384e-05) (hash(x)=5869339)
|
| 774 |
+
742 train 7.996296 (lr=7.2024e-05) (hash(x)=7948065)
|
| 775 |
+
743 train 7.273292 (lr=7.1666e-05) (hash(x)=5209234)
|
| 776 |
+
744 train 7.402139 (lr=7.1308e-05) (hash(x)=6372244)
|
| 777 |
+
745 train 7.599845 (lr=7.0950e-05) (hash(x)=7678937)
|
| 778 |
+
746 train 7.509338 (lr=7.0594e-05) (hash(x)=6519438)
|
| 779 |
+
747 train 7.557699 (lr=7.0238e-05) (hash(x)=6163272)
|
| 780 |
+
748 train 7.590439 (lr=6.9884e-05) (hash(x)=7025209)
|
| 781 |
+
749 train 7.440211 (lr=6.9529e-05) (hash(x)=5774172)
|
| 782 |
+
750 val loss 7.5079
|
| 783 |
+
750 val perplexity 1822.4437
|
| 784 |
+
750 train 7.597845 (lr=6.9176e-05) (hash(x)=5327301)
|
| 785 |
+
751 train 7.398571 (lr=6.8824e-05) (hash(x)=5676768)
|
| 786 |
+
752 train 7.103422 (lr=6.8472e-05) (hash(x)=4823304)
|
| 787 |
+
753 train 7.213264 (lr=6.8121e-05) (hash(x)=6443895)
|
| 788 |
+
754 train 8.005233 (lr=6.7771e-05) (hash(x)=8032890)
|
| 789 |
+
755 train 8.063845 (lr=6.7422e-05) (hash(x)=6090561)
|
| 790 |
+
756 train 7.426452 (lr=6.7073e-05) (hash(x)=4514262)
|
| 791 |
+
757 train 7.851338 (lr=6.6725e-05) (hash(x)=7788628)
|
| 792 |
+
758 train 7.784301 (lr=6.6379e-05) (hash(x)=7239456)
|
| 793 |
+
759 train 7.842075 (lr=6.6033e-05) (hash(x)=5863092)
|
| 794 |
+
760 train 7.511584 (lr=6.5688e-05) (hash(x)=5572628)
|
| 795 |
+
761 train 7.589452 (lr=6.5343e-05) (hash(x)=7141354)
|
| 796 |
+
762 train 7.789364 (lr=6.5000e-05) (hash(x)=7272638)
|
| 797 |
+
763 train 7.647056 (lr=6.4657e-05) (hash(x)=7201312)
|
| 798 |
+
764 train 7.641791 (lr=6.4316e-05) (hash(x)=6015388)
|
| 799 |
+
765 train 7.714960 (lr=6.3975e-05) (hash(x)=6414278)
|
| 800 |
+
766 train 7.494732 (lr=6.3635e-05) (hash(x)=7137466)
|
| 801 |
+
767 train 8.065648 (lr=6.3296e-05) (hash(x)=7019489)
|
| 802 |
+
768 train 7.632164 (lr=6.2958e-05) (hash(x)=7233453)
|
| 803 |
+
769 train 7.369885 (lr=6.2621e-05) (hash(x)=7914626)
|
| 804 |
+
770 train 7.453147 (lr=6.2285e-05) (hash(x)=5764080)
|
| 805 |
+
771 train 7.473040 (lr=6.1950e-05) (hash(x)=6225608)
|
| 806 |
+
772 train 7.567411 (lr=6.1615e-05) (hash(x)=8097255)
|
| 807 |
+
773 train 7.565201 (lr=6.1282e-05) (hash(x)=5998078)
|
| 808 |
+
774 train 7.712693 (lr=6.0949e-05) (hash(x)=5416254)
|
| 809 |
+
775 train 7.399111 (lr=6.0618e-05) (hash(x)=5483019)
|
| 810 |
+
776 train 7.212022 (lr=6.0287e-05) (hash(x)=4702208)
|
| 811 |
+
777 train 7.528126 (lr=5.9958e-05) (hash(x)=5911642)
|
| 812 |
+
778 train 7.556705 (lr=5.9629e-05) (hash(x)=6132487)
|
| 813 |
+
779 train 7.693803 (lr=5.9301e-05) (hash(x)=5903258)
|
| 814 |
+
780 train 7.630049 (lr=5.8974e-05) (hash(x)=7915382)
|
| 815 |
+
781 train 7.620937 (lr=5.8649e-05) (hash(x)=5632006)
|
| 816 |
+
782 train 7.422455 (lr=5.8324e-05) (hash(x)=6518211)
|
| 817 |
+
783 train 7.515987 (lr=5.8000e-05) (hash(x)=5968716)
|
| 818 |
+
784 train 7.628013 (lr=5.7678e-05) (hash(x)=7344525)
|
| 819 |
+
785 train 7.527868 (lr=5.7356e-05) (hash(x)=6401968)
|
| 820 |
+
786 train 7.453711 (lr=5.7035e-05) (hash(x)=6276127)
|
| 821 |
+
787 train 7.565621 (lr=5.6716e-05) (hash(x)=5778017)
|
| 822 |
+
788 train 7.112717 (lr=5.6397e-05) (hash(x)=5387306)
|
| 823 |
+
789 train 7.061220 (lr=5.6079e-05) (hash(x)=5772567)
|
| 824 |
+
790 train 7.309787 (lr=5.5763e-05) (hash(x)=6383748)
|
| 825 |
+
791 train 7.590770 (lr=5.5447e-05) (hash(x)=7780194)
|
| 826 |
+
792 train 7.487756 (lr=5.5133e-05) (hash(x)=7119030)
|
| 827 |
+
793 train 7.604721 (lr=5.4820e-05) (hash(x)=6424771)
|
| 828 |
+
794 train 7.412771 (lr=5.4507e-05) (hash(x)=6540151)
|
| 829 |
+
795 train 7.396997 (lr=5.4196e-05) (hash(x)=6140998)
|
| 830 |
+
796 train 7.475514 (lr=5.3886e-05) (hash(x)=6208271)
|
| 831 |
+
797 train 7.357804 (lr=5.3577e-05) (hash(x)=7859566)
|
| 832 |
+
798 train 7.898904 (lr=5.3269e-05) (hash(x)=7064477)
|
| 833 |
+
799 train 7.147756 (lr=5.2962e-05) (hash(x)=3784321)
|
| 834 |
+
800 val loss 7.4864
|
| 835 |
+
800 val perplexity 1783.5763
|
| 836 |
+
800 train 7.446015 (lr=5.2656e-05) (hash(x)=4472758)
|
| 837 |
+
801 train 7.408524 (lr=5.2352e-05) (hash(x)=5557891)
|
| 838 |
+
802 train 7.551142 (lr=5.2048e-05) (hash(x)=7969325)
|
| 839 |
+
803 train 7.572937 (lr=5.1746e-05) (hash(x)=5860821)
|
| 840 |
+
804 train 7.563385 (lr=5.1444e-05) (hash(x)=6750848)
|
| 841 |
+
805 train 7.520956 (lr=5.1144e-05) (hash(x)=5674826)
|
| 842 |
+
806 train 7.317789 (lr=5.0845e-05) (hash(x)=5529163)
|
| 843 |
+
807 train 7.714856 (lr=5.0547e-05) (hash(x)=7774109)
|
| 844 |
+
808 train 7.490806 (lr=5.0251e-05) (hash(x)=6762509)
|
| 845 |
+
809 train 7.624145 (lr=4.9955e-05) (hash(x)=5466449)
|
| 846 |
+
810 train 7.466751 (lr=4.9661e-05) (hash(x)=7046935)
|
| 847 |
+
811 train 8.306866 (lr=4.9367e-05) (hash(x)=7997664)
|
| 848 |
+
812 train 7.646118 (lr=4.9075e-05) (hash(x)=6882594)
|
| 849 |
+
813 train 7.805164 (lr=4.8784e-05) (hash(x)=7006517)
|
| 850 |
+
814 train 7.661189 (lr=4.8495e-05) (hash(x)=6832530)
|
| 851 |
+
815 train 7.502591 (lr=4.8206e-05) (hash(x)=6576749)
|
| 852 |
+
816 train 7.601992 (lr=4.7919e-05) (hash(x)=8276629)
|
| 853 |
+
817 train 7.410618 (lr=4.7633e-05) (hash(x)=6896198)
|
| 854 |
+
818 train 7.613954 (lr=4.7348e-05) (hash(x)=5829252)
|
| 855 |
+
819 train 7.760229 (lr=4.7064e-05) (hash(x)=7266655)
|
| 856 |
+
820 train 7.481735 (lr=4.6782e-05) (hash(x)=6015975)
|
| 857 |
+
821 train 7.483913 (lr=4.6501e-05) (hash(x)=5696696)
|
| 858 |
+
822 train 7.504061 (lr=4.6221e-05) (hash(x)=5411666)
|
| 859 |
+
823 train 7.731577 (lr=4.5942e-05) (hash(x)=7072404)
|
| 860 |
+
824 train 7.397497 (lr=4.5664e-05) (hash(x)=4910095)
|
| 861 |
+
825 train 7.505491 (lr=4.5388e-05) (hash(x)=6590657)
|
| 862 |
+
826 train 7.449922 (lr=4.5113e-05) (hash(x)=7665574)
|
| 863 |
+
827 train 7.499396 (lr=4.4839e-05) (hash(x)=6626459)
|
| 864 |
+
828 train 7.530712 (lr=4.4567e-05) (hash(x)=6731971)
|
| 865 |
+
829 train 7.513950 (lr=4.4295e-05) (hash(x)=5644977)
|
| 866 |
+
830 train 7.482000 (lr=4.4025e-05) (hash(x)=6238654)
|
| 867 |
+
831 train 7.373971 (lr=4.3757e-05) (hash(x)=6556025)
|
| 868 |
+
832 train 7.689452 (lr=4.3489e-05) (hash(x)=7175563)
|
| 869 |
+
833 train 7.572334 (lr=4.3223e-05) (hash(x)=6407492)
|
| 870 |
+
834 train 7.386360 (lr=4.2958e-05) (hash(x)=4934335)
|
| 871 |
+
835 train 7.427689 (lr=4.2695e-05) (hash(x)=5942129)
|
| 872 |
+
836 train 7.455790 (lr=4.2432e-05) (hash(x)=5995643)
|
| 873 |
+
837 train 7.502191 (lr=4.2171e-05) (hash(x)=6012163)
|
| 874 |
+
838 train 7.617628 (lr=4.1912e-05) (hash(x)=8464831)
|
| 875 |
+
839 train 7.849965 (lr=4.1654e-05) (hash(x)=7325027)
|
| 876 |
+
840 train 7.721559 (lr=4.1397e-05) (hash(x)=6785865)
|
| 877 |
+
841 train 7.675906 (lr=4.1141e-05) (hash(x)=4425520)
|
| 878 |
+
842 train 7.418003 (lr=4.0887e-05) (hash(x)=5388267)
|
| 879 |
+
843 train 7.656733 (lr=4.0634e-05) (hash(x)=7322467)
|
| 880 |
+
844 train 7.461135 (lr=4.0382e-05) (hash(x)=6681766)
|
| 881 |
+
845 train 7.544234 (lr=4.0132e-05) (hash(x)=7482800)
|
| 882 |
+
846 train 7.466361 (lr=3.9883e-05) (hash(x)=5554493)
|
| 883 |
+
847 train 7.706922 (lr=3.9635e-05) (hash(x)=6373412)
|
| 884 |
+
848 train 7.074380 (lr=3.9389e-05) (hash(x)=5117517)
|
| 885 |
+
849 train 7.335587 (lr=3.9144e-05) (hash(x)=6981426)
|
| 886 |
+
850 val loss 7.4738
|
| 887 |
+
850 val perplexity 1761.3721
|
| 888 |
+
850 train 7.315806 (lr=3.8901e-05) (hash(x)=6886188)
|
| 889 |
+
851 train 7.533036 (lr=3.8659e-05) (hash(x)=7332255)
|
| 890 |
+
852 train 7.547958 (lr=3.8418e-05) (hash(x)=6172042)
|
| 891 |
+
853 train 7.681037 (lr=3.8178e-05) (hash(x)=5930894)
|
| 892 |
+
854 train 7.743274 (lr=3.7941e-05) (hash(x)=7448958)
|
| 893 |
+
855 train 7.529554 (lr=3.7704e-05) (hash(x)=5262868)
|
| 894 |
+
856 train 7.401314 (lr=3.7469e-05) (hash(x)=5558427)
|
| 895 |
+
857 train 7.289130 (lr=3.7235e-05) (hash(x)=5585769)
|
| 896 |
+
858 train 7.198334 (lr=3.7003e-05) (hash(x)=5838081)
|
| 897 |
+
859 train 7.363285 (lr=3.6772e-05) (hash(x)=5688247)
|
| 898 |
+
860 train 7.469645 (lr=3.6542e-05) (hash(x)=5162020)
|
| 899 |
+
861 train 7.653494 (lr=3.6314e-05) (hash(x)=7462079)
|
| 900 |
+
862 train 7.476114 (lr=3.6088e-05) (hash(x)=6516108)
|
| 901 |
+
863 train 7.279115 (lr=3.5862e-05) (hash(x)=8055563)
|
| 902 |
+
864 train 7.494496 (lr=3.5639e-05) (hash(x)=6271901)
|
| 903 |
+
865 train 7.525388 (lr=3.5416e-05) (hash(x)=6221701)
|
| 904 |
+
866 train 7.514720 (lr=3.5195e-05) (hash(x)=5772861)
|
| 905 |
+
867 train 7.521962 (lr=3.4976e-05) (hash(x)=5352405)
|
| 906 |
+
868 train 7.546047 (lr=3.4758e-05) (hash(x)=6111630)
|
| 907 |
+
869 train 7.554129 (lr=3.4541e-05) (hash(x)=6730666)
|
| 908 |
+
870 train 7.734034 (lr=3.4326e-05) (hash(x)=8698315)
|
| 909 |
+
871 train 7.415056 (lr=3.4113e-05) (hash(x)=5932790)
|
| 910 |
+
872 train 7.788636 (lr=3.3900e-05) (hash(x)=8099892)
|
| 911 |
+
873 train 7.450464 (lr=3.3690e-05) (hash(x)=6223114)
|
| 912 |
+
874 train 7.614958 (lr=3.3480e-05) (hash(x)=5798363)
|
| 913 |
+
875 train 7.408576 (lr=3.3273e-05) (hash(x)=6249312)
|
| 914 |
+
876 train 7.540551 (lr=3.3066e-05) (hash(x)=6929692)
|
| 915 |
+
877 train 7.634775 (lr=3.2862e-05) (hash(x)=7242827)
|
| 916 |
+
878 train 7.392862 (lr=3.2658e-05) (hash(x)=6332123)
|
| 917 |
+
879 train 7.297074 (lr=3.2457e-05) (hash(x)=5680154)
|
| 918 |
+
880 train 7.679817 (lr=3.2256e-05) (hash(x)=6352331)
|
| 919 |
+
881 train 7.508467 (lr=3.2058e-05) (hash(x)=6332332)
|
| 920 |
+
882 train 7.548125 (lr=3.1860e-05) (hash(x)=6180674)
|
| 921 |
+
883 train 7.498994 (lr=3.1665e-05) (hash(x)=8156280)
|
| 922 |
+
884 train 7.546700 (lr=3.1471e-05) (hash(x)=5874247)
|
| 923 |
+
885 train 7.459682 (lr=3.1278e-05) (hash(x)=6659781)
|
| 924 |
+
886 train 7.583869 (lr=3.1087e-05) (hash(x)=5780147)
|
| 925 |
+
887 train 7.409980 (lr=3.0897e-05) (hash(x)=5914217)
|
| 926 |
+
888 train 7.254773 (lr=3.0709e-05) (hash(x)=5411762)
|
| 927 |
+
889 train 7.571443 (lr=3.0522e-05) (hash(x)=6714110)
|
| 928 |
+
890 train 7.235568 (lr=3.0337e-05) (hash(x)=5999685)
|
| 929 |
+
891 train 7.425292 (lr=3.0154e-05) (hash(x)=7120215)
|
| 930 |
+
892 train 7.688450 (lr=2.9972e-05) (hash(x)=6546587)
|
| 931 |
+
893 train 7.449863 (lr=2.9791e-05) (hash(x)=6593413)
|
| 932 |
+
894 train 7.549087 (lr=2.9613e-05) (hash(x)=6369927)
|
| 933 |
+
895 train 7.445959 (lr=2.9435e-05) (hash(x)=6424128)
|
| 934 |
+
896 train 7.419571 (lr=2.9260e-05) (hash(x)=5736158)
|
| 935 |
+
897 train 7.250756 (lr=2.9085e-05) (hash(x)=5903043)
|
| 936 |
+
898 train 7.343702 (lr=2.8913e-05) (hash(x)=4419128)
|
| 937 |
+
899 train 7.178699 (lr=2.8742e-05) (hash(x)=4390027)
|
| 938 |
+
900 val loss 7.4552
|
| 939 |
+
900 val perplexity 1728.8169
|
| 940 |
+
900 train 7.410570 (lr=2.8572e-05) (hash(x)=6728135)
|
| 941 |
+
901 train 7.522957 (lr=2.8404e-05) (hash(x)=6945760)
|
| 942 |
+
902 train 7.503778 (lr=2.8238e-05) (hash(x)=6081534)
|
| 943 |
+
903 train 7.566470 (lr=2.8073e-05) (hash(x)=7804089)
|
| 944 |
+
904 train 7.625813 (lr=2.7910e-05) (hash(x)=6225832)
|
| 945 |
+
905 train 7.653649 (lr=2.7749e-05) (hash(x)=6273417)
|
| 946 |
+
906 train 7.705318 (lr=2.7589e-05) (hash(x)=7775633)
|
| 947 |
+
907 train 7.673293 (lr=2.7430e-05) (hash(x)=7130267)
|
| 948 |
+
908 train 7.435651 (lr=2.7274e-05) (hash(x)=6554076)
|
| 949 |
+
909 train 7.541444 (lr=2.7119e-05) (hash(x)=6140697)
|
| 950 |
+
910 train 7.367994 (lr=2.6965e-05) (hash(x)=6128181)
|
| 951 |
+
911 train 7.466553 (lr=2.6813e-05) (hash(x)=6490149)
|
| 952 |
+
912 train 7.045875 (lr=2.6663e-05) (hash(x)=5422426)
|
| 953 |
+
913 train 7.449208 (lr=2.6514e-05) (hash(x)=4847733)
|
| 954 |
+
914 train 7.468187 (lr=2.6367e-05) (hash(x)=6349747)
|
| 955 |
+
915 train 7.752071 (lr=2.6221e-05) (hash(x)=9276378)
|
| 956 |
+
916 train 7.362792 (lr=2.6077e-05) (hash(x)=6869524)
|
| 957 |
+
917 train 7.405890 (lr=2.5935e-05) (hash(x)=7082053)
|
| 958 |
+
918 train 7.457149 (lr=2.5795e-05) (hash(x)=7799351)
|
| 959 |
+
919 train 7.636553 (lr=2.5656e-05) (hash(x)=6283540)
|
| 960 |
+
920 train 7.408257 (lr=2.5518e-05) (hash(x)=6660860)
|
| 961 |
+
921 train 7.345269 (lr=2.5383e-05) (hash(x)=5200956)
|
| 962 |
+
922 train 7.435207 (lr=2.5249e-05) (hash(x)=5653241)
|
| 963 |
+
923 train 7.591687 (lr=2.5116e-05) (hash(x)=5781680)
|
| 964 |
+
924 train 7.562698 (lr=2.4985e-05) (hash(x)=6146666)
|
| 965 |
+
925 train 7.392581 (lr=2.4856e-05) (hash(x)=8652907)
|
| 966 |
+
926 train 7.211637 (lr=2.4729e-05) (hash(x)=5311546)
|
| 967 |
+
927 train 7.363598 (lr=2.4603e-05) (hash(x)=5728337)
|
| 968 |
+
928 train 7.330002 (lr=2.4479e-05) (hash(x)=5413240)
|
| 969 |
+
929 train 7.469073 (lr=2.4356e-05) (hash(x)=5832401)
|
| 970 |
+
930 train 7.220998 (lr=2.4235e-05) (hash(x)=7420230)
|
| 971 |
+
931 train 7.529319 (lr=2.4116e-05) (hash(x)=6278202)
|
| 972 |
+
932 train 7.408755 (lr=2.3998e-05) (hash(x)=6189873)
|
| 973 |
+
933 train 7.496275 (lr=2.3883e-05) (hash(x)=7403868)
|
| 974 |
+
934 train 7.386362 (lr=2.3768e-05) (hash(x)=6867459)
|
| 975 |
+
935 train 7.583867 (lr=2.3656e-05) (hash(x)=7400272)
|
| 976 |
+
936 train 7.607432 (lr=2.3545e-05) (hash(x)=7936275)
|
| 977 |
+
937 train 7.318448 (lr=2.3436e-05) (hash(x)=5943413)
|
| 978 |
+
938 train 7.540411 (lr=2.3328e-05) (hash(x)=5442166)
|
| 979 |
+
939 train 7.460488 (lr=2.3222e-05) (hash(x)=5795128)
|
| 980 |
+
940 train 7.633378 (lr=2.3118e-05) (hash(x)=6831680)
|
| 981 |
+
941 train 7.341377 (lr=2.3016e-05) (hash(x)=5519980)
|
| 982 |
+
942 train 7.339648 (lr=2.2915e-05) (hash(x)=6765461)
|
| 983 |
+
943 train 7.318742 (lr=2.2816e-05) (hash(x)=6473432)
|
| 984 |
+
944 train 7.286235 (lr=2.2718e-05) (hash(x)=6490395)
|
| 985 |
+
945 train 7.504956 (lr=2.2623e-05) (hash(x)=5484669)
|
| 986 |
+
946 train 7.488675 (lr=2.2528e-05) (hash(x)=7278970)
|
| 987 |
+
947 train 7.469147 (lr=2.2436e-05) (hash(x)=5201502)
|
| 988 |
+
948 train 7.700660 (lr=2.2345e-05) (hash(x)=7277915)
|
| 989 |
+
949 train 7.403878 (lr=2.2256e-05) (hash(x)=7227057)
|
| 990 |
+
950 val loss 7.4425
|
| 991 |
+
950 val perplexity 1706.9459
|
| 992 |
+
950 train 7.644131 (lr=2.2169e-05) (hash(x)=8178996)
|
| 993 |
+
951 train 7.791108 (lr=2.2084e-05) (hash(x)=6922646)
|
| 994 |
+
952 train 7.313836 (lr=2.2000e-05) (hash(x)=5941772)
|
| 995 |
+
953 train 7.256076 (lr=2.1918e-05) (hash(x)=6056673)
|
| 996 |
+
954 train 7.675739 (lr=2.1837e-05) (hash(x)=6912178)
|
| 997 |
+
955 train 7.223477 (lr=2.1758e-05) (hash(x)=5484641)
|
| 998 |
+
956 train 7.545163 (lr=2.1681e-05) (hash(x)=5121117)
|
| 999 |
+
957 train 7.572541 (lr=2.1606e-05) (hash(x)=7100865)
|
| 1000 |
+
958 train 7.269023 (lr=2.1532e-05) (hash(x)=5334280)
|
| 1001 |
+
959 train 7.351160 (lr=2.1461e-05) (hash(x)=7277141)
|
| 1002 |
+
960 train 7.377275 (lr=2.1390e-05) (hash(x)=6401960)
|
| 1003 |
+
961 train 7.406311 (lr=2.1322e-05) (hash(x)=6407603)
|
| 1004 |
+
962 train 7.536669 (lr=2.1255e-05) (hash(x)=5786089)
|
| 1005 |
+
963 train 7.392788 (lr=2.1190e-05) (hash(x)=5604614)
|
| 1006 |
+
964 train 7.421803 (lr=2.1127e-05) (hash(x)=5454287)
|
| 1007 |
+
965 train 7.556461 (lr=2.1065e-05) (hash(x)=6200612)
|
| 1008 |
+
966 train 7.516517 (lr=2.1005e-05) (hash(x)=5691759)
|
| 1009 |
+
967 train 7.473177 (lr=2.0947e-05) (hash(x)=7443124)
|
| 1010 |
+
968 train 7.490295 (lr=2.0891e-05) (hash(x)=6711366)
|
| 1011 |
+
969 train 7.426388 (lr=2.0836e-05) (hash(x)=6728764)
|
| 1012 |
+
970 train 7.727061 (lr=2.0783e-05) (hash(x)=6870240)
|
| 1013 |
+
971 train 7.426309 (lr=2.0732e-05) (hash(x)=5601968)
|
| 1014 |
+
972 train 7.180040 (lr=2.0682e-05) (hash(x)=5311504)
|
| 1015 |
+
973 train 7.445254 (lr=2.0634e-05) (hash(x)=6877761)
|
| 1016 |
+
974 train 7.535763 (lr=2.0588e-05) (hash(x)=6457033)
|
| 1017 |
+
975 train 7.482474 (lr=2.0544e-05) (hash(x)=5632735)
|
| 1018 |
+
976 train 7.692316 (lr=2.0501e-05) (hash(x)=6024880)
|
| 1019 |
+
977 train 7.368898 (lr=2.0460e-05) (hash(x)=5658845)
|
| 1020 |
+
978 train 7.265898 (lr=2.0421e-05) (hash(x)=6089461)
|
| 1021 |
+
979 train 7.314706 (lr=2.0384e-05) (hash(x)=5594810)
|
| 1022 |
+
980 train 7.111052 (lr=2.0348e-05) (hash(x)=4667026)
|
| 1023 |
+
981 train 6.978990 (lr=2.0314e-05) (hash(x)=4738523)
|
| 1024 |
+
982 train 7.308672 (lr=2.0282e-05) (hash(x)=7451876)
|
| 1025 |
+
983 train 7.553682 (lr=2.0252e-05) (hash(x)=5881015)
|
| 1026 |
+
984 train 7.567001 (lr=2.0223e-05) (hash(x)=6255031)
|
| 1027 |
+
985 train 7.395120 (lr=2.0196e-05) (hash(x)=5263325)
|
| 1028 |
+
986 train 7.373227 (lr=2.0171e-05) (hash(x)=6654585)
|
| 1029 |
+
987 train 7.415499 (lr=2.0147e-05) (hash(x)=6865361)
|
| 1030 |
+
988 train 7.525691 (lr=2.0125e-05) (hash(x)=6978986)
|
| 1031 |
+
989 train 7.624014 (lr=2.0105e-05) (hash(x)=5644619)
|
| 1032 |
+
990 train 7.438036 (lr=2.0087e-05) (hash(x)=6551023)
|
| 1033 |
+
991 train 7.402590 (lr=2.0071e-05) (hash(x)=5809411)
|
| 1034 |
+
992 train 7.472279 (lr=2.0056e-05) (hash(x)=5501837)
|
| 1035 |
+
993 train 7.491112 (lr=2.0043e-05) (hash(x)=7044374)
|
| 1036 |
+
994 train 7.449114 (lr=2.0031e-05) (hash(x)=6526130)
|
| 1037 |
+
995 train 7.546727 (lr=2.0022e-05) (hash(x)=6293025)
|
| 1038 |
+
996 train 7.572012 (lr=2.0014e-05) (hash(x)=6295768)
|
| 1039 |
+
997 train 7.363132 (lr=2.0008e-05) (hash(x)=5189023)
|
| 1040 |
+
998 train 7.186160 (lr=2.0003e-05) (hash(x)=6255467)
|
| 1041 |
+
999 val loss 7.4355
|
| 1042 |
+
999 val perplexity 1695.0616
|
| 1043 |
+
999 train 7.543315 (lr=2.0001e-05) (hash(x)=7232964)
|
lr2e-4_total_batch_size5120_seq_len128/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77ce5e02390324cfa5539b7ad11ee4019d87cfd456a49088c2a97c2964f18b16
|
| 3 |
+
size 36163010
|
lr2e-4_total_batch_size5120_seq_len128/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c62f785ef9fb826078987ab7693053c030faacd78456f003d781b8fbf73705a2
|
| 3 |
+
size 70764358
|