Upload folder using huggingface_hub
Browse files- lr10e-4_total_batch_size61440_baseline_seed1338/args.json +1 -0
- lr10e-4_total_batch_size61440_baseline_seed1338/dataloader_08749.pt +3 -0
- lr10e-4_total_batch_size61440_baseline_seed1338/log2.txt +1054 -0
- lr10e-4_total_batch_size61440_baseline_seed1338/model_08749.pt +3 -0
- lr10e-4_total_batch_size61440_baseline_seed1338/optimizer_08749.pt +3 -0
lr10e-4_total_batch_size61440_baseline_seed1338/args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr10e-4_total_batch_size61440_baseline_seed1338", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_11", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1338, "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": 256, "batch_size": 120, "total_batch_size": 61440, "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": false, "mup_enable_coord_check_logging": false, "max_lr": 0.001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "10e-4_61440", "n_embd": 256}
|
lr10e-4_total_batch_size61440_baseline_seed1338/dataloader_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:953385078aa3787b69fc6857dfd48b0a2cd2f4d27c6f8892e01211aca53d07f5
|
| 3 |
+
size 964
|
lr10e-4_total_batch_size61440_baseline_seed1338/log2.txt
ADDED
|
@@ -0,0 +1,1054 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
max_steps: 8750
|
| 2 |
+
0 val loss 11.2202
|
| 3 |
+
0 val perplexity 74626.3672
|
| 4 |
+
0 train 11.227304 (lr=2.0000e-06) (hash(x)=150327452)
|
| 5 |
+
10 train 10.094975 (lr=2.2000e-05) (hash(x)=165603215)
|
| 6 |
+
20 train 9.697444 (lr=4.2000e-05) (hash(x)=142061326)
|
| 7 |
+
30 train 9.268339 (lr=6.2000e-05) (hash(x)=147690730)
|
| 8 |
+
40 train 8.829544 (lr=8.2000e-05) (hash(x)=160872542)
|
| 9 |
+
50 train 8.305347 (lr=1.0200e-04) (hash(x)=166441190)
|
| 10 |
+
60 train 7.897141 (lr=1.2200e-04) (hash(x)=140536766)
|
| 11 |
+
70 train 7.646972 (lr=1.4200e-04) (hash(x)=146052944)
|
| 12 |
+
80 train 7.537001 (lr=1.6200e-04) (hash(x)=140542391)
|
| 13 |
+
90 train 7.412724 (lr=1.8200e-04) (hash(x)=147098660)
|
| 14 |
+
100 val loss 7.4117
|
| 15 |
+
100 val perplexity 1655.1925
|
| 16 |
+
100 train 7.387587 (lr=2.0200e-04) (hash(x)=166780046)
|
| 17 |
+
110 train 7.151572 (lr=2.2200e-04) (hash(x)=143376584)
|
| 18 |
+
120 train 7.080782 (lr=2.4200e-04) (hash(x)=145337630)
|
| 19 |
+
130 train 7.046910 (lr=2.6200e-04) (hash(x)=147524744)
|
| 20 |
+
140 train 6.938785 (lr=2.8200e-04) (hash(x)=155587442)
|
| 21 |
+
150 train 6.823975 (lr=3.0200e-04) (hash(x)=159835303)
|
| 22 |
+
160 train 6.649853 (lr=3.2200e-04) (hash(x)=142171630)
|
| 23 |
+
170 train 6.542361 (lr=3.4200e-04) (hash(x)=136930463)
|
| 24 |
+
180 train 6.541846 (lr=3.6200e-04) (hash(x)=153579148)
|
| 25 |
+
190 train 6.419317 (lr=3.8200e-04) (hash(x)=140352771)
|
| 26 |
+
200 val loss 6.6121
|
| 27 |
+
200 val perplexity 744.0649
|
| 28 |
+
200 train 6.323372 (lr=4.0200e-04) (hash(x)=155040610)
|
| 29 |
+
210 train 6.251032 (lr=4.2200e-04) (hash(x)=141273862)
|
| 30 |
+
220 train 6.483278 (lr=4.4200e-04) (hash(x)=165326618)
|
| 31 |
+
230 train 6.224693 (lr=4.6200e-04) (hash(x)=150122120)
|
| 32 |
+
240 train 6.012254 (lr=4.8200e-04) (hash(x)=143024679)
|
| 33 |
+
250 train 6.029131 (lr=5.0200e-04) (hash(x)=130190460)
|
| 34 |
+
260 train 6.116913 (lr=5.2200e-04) (hash(x)=151890219)
|
| 35 |
+
270 train 5.904250 (lr=5.4200e-04) (hash(x)=143685291)
|
| 36 |
+
280 train 6.220187 (lr=5.6200e-04) (hash(x)=137108194)
|
| 37 |
+
290 train 6.362343 (lr=5.8200e-04) (hash(x)=157920866)
|
| 38 |
+
300 val loss 6.1364
|
| 39 |
+
300 val perplexity 462.3962
|
| 40 |
+
300 train 6.057953 (lr=6.0200e-04) (hash(x)=155504036)
|
| 41 |
+
310 train 6.175628 (lr=6.2200e-04) (hash(x)=144551186)
|
| 42 |
+
320 train 6.170208 (lr=6.4200e-04) (hash(x)=161180086)
|
| 43 |
+
330 train 5.921549 (lr=6.6200e-04) (hash(x)=141651471)
|
| 44 |
+
340 train 6.032030 (lr=6.8200e-04) (hash(x)=157490741)
|
| 45 |
+
350 train 6.011773 (lr=7.0200e-04) (hash(x)=137347213)
|
| 46 |
+
360 train 6.267807 (lr=7.2200e-04) (hash(x)=171273659)
|
| 47 |
+
370 train 5.904537 (lr=7.4200e-04) (hash(x)=152118871)
|
| 48 |
+
380 train 5.896435 (lr=7.6200e-04) (hash(x)=161338097)
|
| 49 |
+
390 train 5.960093 (lr=7.8200e-04) (hash(x)=152404537)
|
| 50 |
+
400 val loss 5.8246
|
| 51 |
+
400 val perplexity 338.5137
|
| 52 |
+
400 train 5.661698 (lr=8.0200e-04) (hash(x)=143823248)
|
| 53 |
+
410 train 5.919258 (lr=8.2200e-04) (hash(x)=161686752)
|
| 54 |
+
420 train 5.644386 (lr=8.4200e-04) (hash(x)=155391312)
|
| 55 |
+
430 train 5.566195 (lr=8.6200e-04) (hash(x)=142145507)
|
| 56 |
+
440 train 5.709962 (lr=8.8200e-04) (hash(x)=121931091)
|
| 57 |
+
450 train 5.642570 (lr=9.0200e-04) (hash(x)=156260416)
|
| 58 |
+
460 train 5.790680 (lr=9.2200e-04) (hash(x)=169781623)
|
| 59 |
+
470 train 5.556425 (lr=9.4200e-04) (hash(x)=150131545)
|
| 60 |
+
480 train 5.580823 (lr=9.6200e-04) (hash(x)=150443184)
|
| 61 |
+
490 train 5.593628 (lr=9.8200e-04) (hash(x)=149368198)
|
| 62 |
+
500 val loss 5.6062
|
| 63 |
+
500 val perplexity 272.1055
|
| 64 |
+
500 train 5.490559 (lr=1.0000e-03) (hash(x)=143734685)
|
| 65 |
+
510 train 5.520675 (lr=1.0000e-03) (hash(x)=148943891)
|
| 66 |
+
520 train 5.532617 (lr=9.9999e-04) (hash(x)=149070354)
|
| 67 |
+
530 train 5.510972 (lr=9.9997e-04) (hash(x)=153601219)
|
| 68 |
+
540 train 5.520864 (lr=9.9995e-04) (hash(x)=174970654)
|
| 69 |
+
550 train 5.455142 (lr=9.9992e-04) (hash(x)=160013925)
|
| 70 |
+
560 train 5.302090 (lr=9.9988e-04) (hash(x)=152096988)
|
| 71 |
+
570 train 5.417586 (lr=9.9984e-04) (hash(x)=157203924)
|
| 72 |
+
580 train 5.195374 (lr=9.9979e-04) (hash(x)=138582113)
|
| 73 |
+
590 train 5.205650 (lr=9.9974e-04) (hash(x)=157451775)
|
| 74 |
+
600 val loss 5.4366
|
| 75 |
+
600 val perplexity 229.6494
|
| 76 |
+
600 train 5.137094 (lr=9.9967e-04) (hash(x)=150678249)
|
| 77 |
+
610 train 5.179779 (lr=9.9961e-04) (hash(x)=150248072)
|
| 78 |
+
620 train 5.081443 (lr=9.9953e-04) (hash(x)=148286909)
|
| 79 |
+
630 train 5.041496 (lr=9.9945e-04) (hash(x)=141197178)
|
| 80 |
+
640 train 5.121722 (lr=9.9936e-04) (hash(x)=144988391)
|
| 81 |
+
650 train 5.047835 (lr=9.9927e-04) (hash(x)=149073315)
|
| 82 |
+
660 train 4.990276 (lr=9.9917e-04) (hash(x)=145239943)
|
| 83 |
+
670 train 5.017312 (lr=9.9906e-04) (hash(x)=146657426)
|
| 84 |
+
680 train 5.263485 (lr=9.9894e-04) (hash(x)=142323429)
|
| 85 |
+
690 train 5.242060 (lr=9.9882e-04) (hash(x)=142724342)
|
| 86 |
+
700 val loss 5.2891
|
| 87 |
+
700 val perplexity 198.1621
|
| 88 |
+
700 train 5.154198 (lr=9.9870e-04) (hash(x)=175802021)
|
| 89 |
+
710 train 5.205874 (lr=9.9856e-04) (hash(x)=148902690)
|
| 90 |
+
720 train 5.296787 (lr=9.9842e-04) (hash(x)=155151320)
|
| 91 |
+
730 train 5.141076 (lr=9.9828e-04) (hash(x)=142078914)
|
| 92 |
+
740 train 5.302879 (lr=9.9812e-04) (hash(x)=155634484)
|
| 93 |
+
750 train 5.281301 (lr=9.9796e-04) (hash(x)=171034639)
|
| 94 |
+
760 train 5.222290 (lr=9.9780e-04) (hash(x)=142470148)
|
| 95 |
+
770 train 5.173294 (lr=9.9762e-04) (hash(x)=156024448)
|
| 96 |
+
780 train 5.087138 (lr=9.9744e-04) (hash(x)=151369417)
|
| 97 |
+
790 train 5.028801 (lr=9.9726e-04) (hash(x)=139260056)
|
| 98 |
+
800 val loss 5.1323
|
| 99 |
+
800 val perplexity 169.4109
|
| 100 |
+
800 train 5.244038 (lr=9.9707e-04) (hash(x)=158681215)
|
| 101 |
+
810 train 5.051548 (lr=9.9687e-04) (hash(x)=144884161)
|
| 102 |
+
820 train 5.089558 (lr=9.9666e-04) (hash(x)=146977514)
|
| 103 |
+
830 train 4.973002 (lr=9.9645e-04) (hash(x)=148983636)
|
| 104 |
+
840 train 5.009206 (lr=9.9623e-04) (hash(x)=157824542)
|
| 105 |
+
850 train 4.983213 (lr=9.9601e-04) (hash(x)=152116061)
|
| 106 |
+
860 train 5.081656 (lr=9.9578e-04) (hash(x)=153743703)
|
| 107 |
+
870 train 5.197436 (lr=9.9554e-04) (hash(x)=149913335)
|
| 108 |
+
880 train 4.982324 (lr=9.9530e-04) (hash(x)=151096434)
|
| 109 |
+
890 train 4.954268 (lr=9.9505e-04) (hash(x)=145848702)
|
| 110 |
+
900 val loss 5.0116
|
| 111 |
+
900 val perplexity 150.1395
|
| 112 |
+
900 train 4.934205 (lr=9.9479e-04) (hash(x)=146108145)
|
| 113 |
+
910 train 4.901026 (lr=9.9453e-04) (hash(x)=146903806)
|
| 114 |
+
920 train 4.841945 (lr=9.9426e-04) (hash(x)=149225019)
|
| 115 |
+
930 train 4.780059 (lr=9.9398e-04) (hash(x)=146110422)
|
| 116 |
+
940 train 4.864466 (lr=9.9370e-04) (hash(x)=161333614)
|
| 117 |
+
950 train 4.775730 (lr=9.9341e-04) (hash(x)=147598108)
|
| 118 |
+
960 train 4.907565 (lr=9.9311e-04) (hash(x)=158133101)
|
| 119 |
+
970 train 4.729620 (lr=9.9281e-04) (hash(x)=152199591)
|
| 120 |
+
980 train 4.688633 (lr=9.9250e-04) (hash(x)=152359036)
|
| 121 |
+
990 train 4.736023 (lr=9.9219e-04) (hash(x)=145166335)
|
| 122 |
+
1000 val loss 4.9379
|
| 123 |
+
1000 val perplexity 139.4723
|
| 124 |
+
1000 train 4.636187 (lr=9.9187e-04) (hash(x)=154996086)
|
| 125 |
+
1010 train 4.585032 (lr=9.9154e-04) (hash(x)=149406975)
|
| 126 |
+
1020 train 4.686368 (lr=9.9121e-04) (hash(x)=144618270)
|
| 127 |
+
1030 train 4.542612 (lr=9.9087e-04) (hash(x)=148306536)
|
| 128 |
+
1040 train 4.578196 (lr=9.9052e-04) (hash(x)=151643553)
|
| 129 |
+
1050 train 4.531322 (lr=9.9017e-04) (hash(x)=153396183)
|
| 130 |
+
1060 train 4.529526 (lr=9.8981e-04) (hash(x)=157501787)
|
| 131 |
+
1070 train 4.730604 (lr=9.8944e-04) (hash(x)=153277507)
|
| 132 |
+
1080 train 4.807221 (lr=9.8907e-04) (hash(x)=156232389)
|
| 133 |
+
1090 train 4.752865 (lr=9.8869e-04) (hash(x)=150673143)
|
| 134 |
+
1100 val loss 4.8379
|
| 135 |
+
1100 val perplexity 126.2089
|
| 136 |
+
1100 train 4.822827 (lr=9.8831e-04) (hash(x)=153885445)
|
| 137 |
+
1110 train 4.836082 (lr=9.8791e-04) (hash(x)=143951073)
|
| 138 |
+
1120 train 5.228443 (lr=9.8752e-04) (hash(x)=151626904)
|
| 139 |
+
1130 train 4.796211 (lr=9.8711e-04) (hash(x)=144013074)
|
| 140 |
+
1140 train 4.727512 (lr=9.8670e-04) (hash(x)=149948988)
|
| 141 |
+
1150 train 4.801790 (lr=9.8629e-04) (hash(x)=159666385)
|
| 142 |
+
1160 train 4.772598 (lr=9.8586e-04) (hash(x)=146889587)
|
| 143 |
+
1170 train 4.836252 (lr=9.8543e-04) (hash(x)=151746917)
|
| 144 |
+
1180 train 4.846839 (lr=9.8500e-04) (hash(x)=154396948)
|
| 145 |
+
1190 train 4.803428 (lr=9.8456e-04) (hash(x)=148201222)
|
| 146 |
+
1200 val loss 4.7805
|
| 147 |
+
1200 val perplexity 119.1652
|
| 148 |
+
1200 train 4.796102 (lr=9.8411e-04) (hash(x)=142353087)
|
| 149 |
+
1210 train 4.791084 (lr=9.8365e-04) (hash(x)=146779775)
|
| 150 |
+
1220 train 4.846773 (lr=9.8319e-04) (hash(x)=155864740)
|
| 151 |
+
1230 train 4.904485 (lr=9.8272e-04) (hash(x)=129826485)
|
| 152 |
+
1240 train 4.752458 (lr=9.8225e-04) (hash(x)=108599491)
|
| 153 |
+
1250 train 4.627167 (lr=9.8177e-04) (hash(x)=146491718)
|
| 154 |
+
1260 train 4.706443 (lr=9.8129e-04) (hash(x)=141897382)
|
| 155 |
+
1270 train 4.690997 (lr=9.8079e-04) (hash(x)=144830380)
|
| 156 |
+
1280 train 4.744698 (lr=9.8030e-04) (hash(x)=157677763)
|
| 157 |
+
1290 train 4.578168 (lr=9.7979e-04) (hash(x)=143611746)
|
| 158 |
+
1300 val loss 4.7299
|
| 159 |
+
1300 val perplexity 113.2867
|
| 160 |
+
1300 train 4.605031 (lr=9.7928e-04) (hash(x)=150750353)
|
| 161 |
+
1310 train 4.838254 (lr=9.7876e-04) (hash(x)=152850907)
|
| 162 |
+
1320 train 4.750986 (lr=9.7824e-04) (hash(x)=148575395)
|
| 163 |
+
1330 train 4.488687 (lr=9.7771e-04) (hash(x)=157113001)
|
| 164 |
+
1340 train 4.550245 (lr=9.7717e-04) (hash(x)=137400723)
|
| 165 |
+
1350 train 4.605360 (lr=9.7663e-04) (hash(x)=129849193)
|
| 166 |
+
1360 train 4.592472 (lr=9.7608e-04) (hash(x)=144176797)
|
| 167 |
+
1370 train 4.418783 (lr=9.7553e-04) (hash(x)=144550831)
|
| 168 |
+
1380 train 4.392552 (lr=9.7497e-04) (hash(x)=144171821)
|
| 169 |
+
1390 train 4.329997 (lr=9.7440e-04) (hash(x)=146110449)
|
| 170 |
+
1400 val loss 4.6922
|
| 171 |
+
1400 val perplexity 109.0923
|
| 172 |
+
1400 train 4.420912 (lr=9.7383e-04) (hash(x)=152767913)
|
| 173 |
+
1410 train 4.418310 (lr=9.7325e-04) (hash(x)=148110947)
|
| 174 |
+
1420 train 4.294248 (lr=9.7267e-04) (hash(x)=153477905)
|
| 175 |
+
1430 train 4.194738 (lr=9.7207e-04) (hash(x)=147227598)
|
| 176 |
+
1440 train 4.405521 (lr=9.7148e-04) (hash(x)=146280368)
|
| 177 |
+
1450 train 4.376457 (lr=9.7087e-04) (hash(x)=146531140)
|
| 178 |
+
1460 train 4.211118 (lr=9.7026e-04) (hash(x)=151573873)
|
| 179 |
+
1470 train 4.706414 (lr=9.6965e-04) (hash(x)=155559275)
|
| 180 |
+
1480 train 4.582390 (lr=9.6903e-04) (hash(x)=140584826)
|
| 181 |
+
1490 train 4.567916 (lr=9.6840e-04) (hash(x)=165070637)
|
| 182 |
+
1500 val loss 4.6653
|
| 183 |
+
1500 val perplexity 106.1974
|
| 184 |
+
1500 train 4.687382 (lr=9.6777e-04) (hash(x)=151562048)
|
| 185 |
+
1510 train 4.452570 (lr=9.6713e-04) (hash(x)=147770607)
|
| 186 |
+
1520 train 4.533971 (lr=9.6648e-04) (hash(x)=156486153)
|
| 187 |
+
1530 train 4.503690 (lr=9.6583e-04) (hash(x)=140244564)
|
| 188 |
+
1540 train 4.554633 (lr=9.6517e-04) (hash(x)=151627549)
|
| 189 |
+
1550 train 4.606707 (lr=9.6451e-04) (hash(x)=146001424)
|
| 190 |
+
1560 train 4.667432 (lr=9.6384e-04) (hash(x)=184266264)
|
| 191 |
+
1570 train 4.565306 (lr=9.6316e-04) (hash(x)=145002091)
|
| 192 |
+
1580 train 4.462911 (lr=9.6248e-04) (hash(x)=132216826)
|
| 193 |
+
1590 train 4.633543 (lr=9.6179e-04) (hash(x)=160975703)
|
| 194 |
+
1600 val loss 4.6105
|
| 195 |
+
1600 val perplexity 100.5388
|
| 196 |
+
1600 train 4.773427 (lr=9.6110e-04) (hash(x)=166486165)
|
| 197 |
+
1610 train 4.651180 (lr=9.6040e-04) (hash(x)=149601833)
|
| 198 |
+
1620 train 4.540932 (lr=9.5969e-04) (hash(x)=157815188)
|
| 199 |
+
1630 train 4.564334 (lr=9.5898e-04) (hash(x)=144234679)
|
| 200 |
+
1640 train 4.681538 (lr=9.5826e-04) (hash(x)=160054560)
|
| 201 |
+
1650 train 4.506206 (lr=9.5754e-04) (hash(x)=141061333)
|
| 202 |
+
1660 train 4.628647 (lr=9.5681e-04) (hash(x)=148064219)
|
| 203 |
+
1670 train 4.466605 (lr=9.5607e-04) (hash(x)=162799669)
|
| 204 |
+
1680 train 4.503276 (lr=9.5533e-04) (hash(x)=147474277)
|
| 205 |
+
1690 train 4.576978 (lr=9.5458e-04) (hash(x)=142369299)
|
| 206 |
+
1700 val loss 4.5922
|
| 207 |
+
1700 val perplexity 98.7104
|
| 208 |
+
1700 train 4.349199 (lr=9.5383e-04) (hash(x)=130835396)
|
| 209 |
+
1710 train 4.688591 (lr=9.5307e-04) (hash(x)=153173892)
|
| 210 |
+
1720 train 4.348163 (lr=9.5231e-04) (hash(x)=148451191)
|
| 211 |
+
1730 train 4.459361 (lr=9.5153e-04) (hash(x)=145047239)
|
| 212 |
+
1740 train 4.365893 (lr=9.5076e-04) (hash(x)=147187109)
|
| 213 |
+
1750 train 4.470172 (lr=9.4998e-04) (hash(x)=149493155)
|
| 214 |
+
1760 train 4.426159 (lr=9.4919e-04) (hash(x)=147647531)
|
| 215 |
+
1770 train 4.654772 (lr=9.4839e-04) (hash(x)=153677279)
|
| 216 |
+
1780 train 4.485097 (lr=9.4759e-04) (hash(x)=144314015)
|
| 217 |
+
1790 train 4.503185 (lr=9.4679e-04) (hash(x)=176962883)
|
| 218 |
+
1800 val loss 4.5574
|
| 219 |
+
1800 val perplexity 95.3377
|
| 220 |
+
1800 train 4.600549 (lr=9.4598e-04) (hash(x)=158851816)
|
| 221 |
+
1810 train 4.183919 (lr=9.4516e-04) (hash(x)=175415447)
|
| 222 |
+
1820 train 4.485393 (lr=9.4434e-04) (hash(x)=169829733)
|
| 223 |
+
1830 train 4.466335 (lr=9.4351e-04) (hash(x)=154116106)
|
| 224 |
+
1840 train 4.302244 (lr=9.4268e-04) (hash(x)=150168406)
|
| 225 |
+
1850 train 4.295933 (lr=9.4184e-04) (hash(x)=145782493)
|
| 226 |
+
1860 train 4.281456 (lr=9.4099e-04) (hash(x)=158111664)
|
| 227 |
+
1870 train 4.225426 (lr=9.4014e-04) (hash(x)=154837061)
|
| 228 |
+
1880 train 4.174526 (lr=9.3928e-04) (hash(x)=151363745)
|
| 229 |
+
1890 train 4.299949 (lr=9.3842e-04) (hash(x)=161283557)
|
| 230 |
+
1900 val loss 4.5433
|
| 231 |
+
1900 val perplexity 93.9961
|
| 232 |
+
1900 train 4.549829 (lr=9.3755e-04) (hash(x)=153313879)
|
| 233 |
+
1910 train 4.367863 (lr=9.3668e-04) (hash(x)=152272272)
|
| 234 |
+
1920 train 4.434670 (lr=9.3580e-04) (hash(x)=153648837)
|
| 235 |
+
1930 train 4.537760 (lr=9.3491e-04) (hash(x)=150161694)
|
| 236 |
+
1940 train 4.411253 (lr=9.3402e-04) (hash(x)=151235093)
|
| 237 |
+
1950 train 4.470268 (lr=9.3313e-04) (hash(x)=140582058)
|
| 238 |
+
1960 train 4.405994 (lr=9.3223e-04) (hash(x)=125616059)
|
| 239 |
+
1970 train 4.548931 (lr=9.3132e-04) (hash(x)=154353968)
|
| 240 |
+
1980 train 4.553081 (lr=9.3041e-04) (hash(x)=156063143)
|
| 241 |
+
1990 train 4.571413 (lr=9.2949e-04) (hash(x)=160927289)
|
| 242 |
+
2000 val loss 4.4958
|
| 243 |
+
2000 val perplexity 89.6415
|
| 244 |
+
2000 train 4.481911 (lr=9.2856e-04) (hash(x)=158245023)
|
| 245 |
+
2010 train 4.538713 (lr=9.2763e-04) (hash(x)=157096661)
|
| 246 |
+
2020 train 4.756229 (lr=9.2670e-04) (hash(x)=144994302)
|
| 247 |
+
2030 train 4.439175 (lr=9.2576e-04) (hash(x)=145742929)
|
| 248 |
+
2040 train 4.462164 (lr=9.2481e-04) (hash(x)=156958528)
|
| 249 |
+
2050 train 4.964296 (lr=9.2386e-04) (hash(x)=135313020)
|
| 250 |
+
2060 train 4.612521 (lr=9.2291e-04) (hash(x)=147309332)
|
| 251 |
+
2070 train 4.396996 (lr=9.2195e-04) (hash(x)=161720962)
|
| 252 |
+
2080 train 4.581806 (lr=9.2098e-04) (hash(x)=167204793)
|
| 253 |
+
2090 train 4.485687 (lr=9.2001e-04) (hash(x)=141325510)
|
| 254 |
+
2100 val loss 4.4749
|
| 255 |
+
2100 val perplexity 87.7822
|
| 256 |
+
2100 train 4.298159 (lr=9.1903e-04) (hash(x)=157204896)
|
| 257 |
+
2110 train 4.260617 (lr=9.1804e-04) (hash(x)=143077993)
|
| 258 |
+
2120 train 4.466634 (lr=9.1706e-04) (hash(x)=159032689)
|
| 259 |
+
2130 train 4.339815 (lr=9.1606e-04) (hash(x)=149513855)
|
| 260 |
+
2140 train 4.267748 (lr=9.1506e-04) (hash(x)=151678267)
|
| 261 |
+
2150 train 4.359253 (lr=9.1406e-04) (hash(x)=141309246)
|
| 262 |
+
2160 train 4.454968 (lr=9.1305e-04) (hash(x)=153935732)
|
| 263 |
+
2170 train 4.355664 (lr=9.1203e-04) (hash(x)=150668875)
|
| 264 |
+
2180 train 4.360215 (lr=9.1101e-04) (hash(x)=142033123)
|
| 265 |
+
2190 train 4.398824 (lr=9.0999e-04) (hash(x)=157015026)
|
| 266 |
+
2200 val loss 4.4627
|
| 267 |
+
2200 val perplexity 86.7203
|
| 268 |
+
2200 train 4.276230 (lr=9.0896e-04) (hash(x)=137541932)
|
| 269 |
+
2210 train 4.207301 (lr=9.0792e-04) (hash(x)=144424504)
|
| 270 |
+
2220 train 4.129959 (lr=9.0688e-04) (hash(x)=151015810)
|
| 271 |
+
2230 train 4.205470 (lr=9.0583e-04) (hash(x)=160707806)
|
| 272 |
+
2240 train 4.213854 (lr=9.0478e-04) (hash(x)=151874110)
|
| 273 |
+
2250 train 4.181313 (lr=9.0372e-04) (hash(x)=157341469)
|
| 274 |
+
2260 train 4.006356 (lr=9.0266e-04) (hash(x)=144563224)
|
| 275 |
+
2270 train 4.163818 (lr=9.0160e-04) (hash(x)=144878459)
|
| 276 |
+
2280 train 4.227529 (lr=9.0052e-04) (hash(x)=158331565)
|
| 277 |
+
2290 train 4.255958 (lr=8.9945e-04) (hash(x)=146875132)
|
| 278 |
+
2300 val loss 4.4523
|
| 279 |
+
2300 val perplexity 85.8242
|
| 280 |
+
2300 train 4.395814 (lr=8.9836e-04) (hash(x)=150149692)
|
| 281 |
+
2310 train 4.405045 (lr=8.9728e-04) (hash(x)=141206538)
|
| 282 |
+
2320 train 4.430086 (lr=8.9618e-04) (hash(x)=136219115)
|
| 283 |
+
2330 train 4.459432 (lr=8.9509e-04) (hash(x)=148496500)
|
| 284 |
+
2340 train 4.448664 (lr=8.9398e-04) (hash(x)=161388511)
|
| 285 |
+
2350 train 4.300060 (lr=8.9288e-04) (hash(x)=149433185)
|
| 286 |
+
2360 train 4.514430 (lr=8.9177e-04) (hash(x)=154659203)
|
| 287 |
+
2370 train 4.499865 (lr=8.9065e-04) (hash(x)=145696996)
|
| 288 |
+
2380 train 4.313351 (lr=8.8953e-04) (hash(x)=139915095)
|
| 289 |
+
2390 train 4.440316 (lr=8.8840e-04) (hash(x)=150567584)
|
| 290 |
+
2400 val loss 4.4280
|
| 291 |
+
2400 val perplexity 83.7652
|
| 292 |
+
2400 train 4.348131 (lr=8.8727e-04) (hash(x)=151730720)
|
| 293 |
+
2410 train 4.381239 (lr=8.8613e-04) (hash(x)=153136544)
|
| 294 |
+
2420 train 4.349610 (lr=8.8499e-04) (hash(x)=151004677)
|
| 295 |
+
2430 train 4.366881 (lr=8.8384e-04) (hash(x)=167118859)
|
| 296 |
+
2440 train 4.377445 (lr=8.8269e-04) (hash(x)=145433453)
|
| 297 |
+
2450 train 4.424284 (lr=8.8153e-04) (hash(x)=150913293)
|
| 298 |
+
2460 train 4.377126 (lr=8.8037e-04) (hash(x)=145674639)
|
| 299 |
+
2470 train 4.486581 (lr=8.7921e-04) (hash(x)=151022749)
|
| 300 |
+
2480 train 4.337985 (lr=8.7804e-04) (hash(x)=136621037)
|
| 301 |
+
2490 train 4.390441 (lr=8.7686e-04) (hash(x)=158100672)
|
| 302 |
+
2500 val loss 4.3973
|
| 303 |
+
2500 val perplexity 81.2303
|
| 304 |
+
2500 train 4.406614 (lr=8.7568e-04) (hash(x)=143406752)
|
| 305 |
+
2510 train 4.328140 (lr=8.7450e-04) (hash(x)=142664084)
|
| 306 |
+
2520 train 4.383507 (lr=8.7331e-04) (hash(x)=132174378)
|
| 307 |
+
2530 train 4.387276 (lr=8.7211e-04) (hash(x)=140760293)
|
| 308 |
+
2540 train 4.333264 (lr=8.7091e-04) (hash(x)=154863398)
|
| 309 |
+
2550 train 4.278936 (lr=8.6971e-04) (hash(x)=153042049)
|
| 310 |
+
2560 train 4.209887 (lr=8.6850e-04) (hash(x)=145339170)
|
| 311 |
+
2570 train 4.365739 (lr=8.6729e-04) (hash(x)=157656357)
|
| 312 |
+
2580 train 4.354192 (lr=8.6607e-04) (hash(x)=147899462)
|
| 313 |
+
2590 train 4.328354 (lr=8.6485e-04) (hash(x)=142812892)
|
| 314 |
+
2600 val loss 4.4119
|
| 315 |
+
2600 val perplexity 82.4277
|
| 316 |
+
2600 train 4.283755 (lr=8.6362e-04) (hash(x)=157272496)
|
| 317 |
+
2610 train 4.072284 (lr=8.6239e-04) (hash(x)=148923594)
|
| 318 |
+
2620 train 4.009719 (lr=8.6116e-04) (hash(x)=164654807)
|
| 319 |
+
2630 train 4.192162 (lr=8.5991e-04) (hash(x)=136419327)
|
| 320 |
+
2640 train 4.160370 (lr=8.5867e-04) (hash(x)=153420840)
|
| 321 |
+
2650 train 3.994092 (lr=8.5742e-04) (hash(x)=153693827)
|
| 322 |
+
2660 train 4.158444 (lr=8.5617e-04) (hash(x)=145574165)
|
| 323 |
+
2670 train 4.193728 (lr=8.5491e-04) (hash(x)=153894843)
|
| 324 |
+
2680 train 4.051310 (lr=8.5365e-04) (hash(x)=132234446)
|
| 325 |
+
2690 train 4.120742 (lr=8.5238e-04) (hash(x)=153430212)
|
| 326 |
+
2700 val loss 4.3978
|
| 327 |
+
2700 val perplexity 81.2722
|
| 328 |
+
2700 train 4.301477 (lr=8.5111e-04) (hash(x)=155342327)
|
| 329 |
+
2710 train 4.311716 (lr=8.4983e-04) (hash(x)=145797023)
|
| 330 |
+
2720 train 4.461933 (lr=8.4855e-04) (hash(x)=149220870)
|
| 331 |
+
2730 train 4.371161 (lr=8.4727e-04) (hash(x)=134069562)
|
| 332 |
+
2740 train 4.372974 (lr=8.4598e-04) (hash(x)=141560499)
|
| 333 |
+
2750 train 4.386624 (lr=8.4469e-04) (hash(x)=146000524)
|
| 334 |
+
2760 train 4.273922 (lr=8.4339e-04) (hash(x)=164710665)
|
| 335 |
+
2770 train 4.175827 (lr=8.4209e-04) (hash(x)=151199094)
|
| 336 |
+
2780 train 4.365935 (lr=8.4078e-04) (hash(x)=138625404)
|
| 337 |
+
2790 train 4.626088 (lr=8.3947e-04) (hash(x)=162766112)
|
| 338 |
+
2800 val loss 4.3658
|
| 339 |
+
2800 val perplexity 78.7141
|
| 340 |
+
2800 train 4.325482 (lr=8.3816e-04) (hash(x)=140626679)
|
| 341 |
+
2810 train 4.403170 (lr=8.3684e-04) (hash(x)=144248544)
|
| 342 |
+
2820 train 4.332086 (lr=8.3552e-04) (hash(x)=139378481)
|
| 343 |
+
2830 train 4.263780 (lr=8.3419e-04) (hash(x)=150173403)
|
| 344 |
+
2840 train 4.560523 (lr=8.3286e-04) (hash(x)=160168705)
|
| 345 |
+
2850 train 4.346167 (lr=8.3153e-04) (hash(x)=149480059)
|
| 346 |
+
2860 train 4.396791 (lr=8.3019e-04) (hash(x)=155559096)
|
| 347 |
+
2870 train 4.325521 (lr=8.2884e-04) (hash(x)=158825683)
|
| 348 |
+
2880 train 4.493082 (lr=8.2750e-04) (hash(x)=152129048)
|
| 349 |
+
2890 train 4.167849 (lr=8.2615e-04) (hash(x)=157866544)
|
| 350 |
+
2900 val loss 4.3451
|
| 351 |
+
2900 val perplexity 77.0970
|
| 352 |
+
2900 train 4.301449 (lr=8.2479e-04) (hash(x)=144953350)
|
| 353 |
+
2910 train 4.506434 (lr=8.2343e-04) (hash(x)=154103497)
|
| 354 |
+
2920 train 4.216445 (lr=8.2207e-04) (hash(x)=144467854)
|
| 355 |
+
2930 train 4.150402 (lr=8.2070e-04) (hash(x)=153784048)
|
| 356 |
+
2940 train 4.453684 (lr=8.1933e-04) (hash(x)=154774534)
|
| 357 |
+
2950 train 4.301002 (lr=8.1796e-04) (hash(x)=143988507)
|
| 358 |
+
2960 train 4.177539 (lr=8.1658e-04) (hash(x)=159552857)
|
| 359 |
+
2970 train 4.483184 (lr=8.1520e-04) (hash(x)=175539144)
|
| 360 |
+
2980 train 4.357156 (lr=8.1381e-04) (hash(x)=158172686)
|
| 361 |
+
2990 train 4.231555 (lr=8.1242e-04) (hash(x)=147553039)
|
| 362 |
+
3000 val loss 4.3513
|
| 363 |
+
3000 val perplexity 77.5766
|
| 364 |
+
3000 train 4.155370 (lr=8.1103e-04) (hash(x)=172449837)
|
| 365 |
+
3010 train 4.048590 (lr=8.0963e-04) (hash(x)=153285123)
|
| 366 |
+
3020 train 4.230925 (lr=8.0823e-04) (hash(x)=145307252)
|
| 367 |
+
3030 train 4.282101 (lr=8.0682e-04) (hash(x)=147739766)
|
| 368 |
+
3040 train 3.994451 (lr=8.0541e-04) (hash(x)=154414400)
|
| 369 |
+
3050 train 4.081535 (lr=8.0400e-04) (hash(x)=150696487)
|
| 370 |
+
3060 train 4.086955 (lr=8.0258e-04) (hash(x)=154543441)
|
| 371 |
+
3070 train 3.862572 (lr=8.0116e-04) (hash(x)=170733242)
|
| 372 |
+
3080 train 4.220778 (lr=7.9974e-04) (hash(x)=161914669)
|
| 373 |
+
3090 train 4.105796 (lr=7.9831e-04) (hash(x)=156125491)
|
| 374 |
+
3100 val loss 4.3696
|
| 375 |
+
3100 val perplexity 79.0157
|
| 376 |
+
3100 train 3.998830 (lr=7.9688e-04) (hash(x)=141710086)
|
| 377 |
+
3110 train 4.307368 (lr=7.9545e-04) (hash(x)=154547635)
|
| 378 |
+
3120 train 4.148840 (lr=7.9401e-04) (hash(x)=151747171)
|
| 379 |
+
3130 train 4.441361 (lr=7.9257e-04) (hash(x)=160311353)
|
| 380 |
+
3140 train 4.550424 (lr=7.9112e-04) (hash(x)=157233821)
|
| 381 |
+
3150 train 4.362074 (lr=7.8967e-04) (hash(x)=153016810)
|
| 382 |
+
3160 train 4.345395 (lr=7.8822e-04) (hash(x)=157289875)
|
| 383 |
+
3170 train 4.338235 (lr=7.8677e-04) (hash(x)=157459484)
|
| 384 |
+
3180 train 4.260104 (lr=7.8531e-04) (hash(x)=162037435)
|
| 385 |
+
3190 train 4.351839 (lr=7.8384e-04) (hash(x)=159360169)
|
| 386 |
+
3200 val loss 4.3152
|
| 387 |
+
3200 val perplexity 74.8300
|
| 388 |
+
3200 train 4.228230 (lr=7.8238e-04) (hash(x)=151299772)
|
| 389 |
+
3210 train 4.473785 (lr=7.8091e-04) (hash(x)=183865364)
|
| 390 |
+
3220 train 4.210444 (lr=7.7944e-04) (hash(x)=139622592)
|
| 391 |
+
3230 train 4.164743 (lr=7.7796e-04) (hash(x)=147102655)
|
| 392 |
+
3240 train 4.212816 (lr=7.7648e-04) (hash(x)=161870696)
|
| 393 |
+
3250 train 4.373344 (lr=7.7500e-04) (hash(x)=152692231)
|
| 394 |
+
3260 train 4.118723 (lr=7.7351e-04) (hash(x)=149990134)
|
| 395 |
+
3270 train 4.091029 (lr=7.7203e-04) (hash(x)=134848432)
|
| 396 |
+
3280 train 4.147256 (lr=7.7053e-04) (hash(x)=138519418)
|
| 397 |
+
3290 train 4.284679 (lr=7.6904e-04) (hash(x)=139301249)
|
| 398 |
+
3300 val loss 4.3191
|
| 399 |
+
3300 val perplexity 75.1182
|
| 400 |
+
3300 train 4.127578 (lr=7.6754e-04) (hash(x)=146473110)
|
| 401 |
+
3310 train 4.197045 (lr=7.6604e-04) (hash(x)=144833685)
|
| 402 |
+
3320 train 4.091340 (lr=7.6453e-04) (hash(x)=148953545)
|
| 403 |
+
3330 train 4.323723 (lr=7.6303e-04) (hash(x)=161302371)
|
| 404 |
+
3340 train 4.260886 (lr=7.6151e-04) (hash(x)=144215411)
|
| 405 |
+
3350 train 4.429548 (lr=7.6000e-04) (hash(x)=157713664)
|
| 406 |
+
3360 train 4.296024 (lr=7.5848e-04) (hash(x)=150813928)
|
| 407 |
+
3370 train 4.283208 (lr=7.5696e-04) (hash(x)=150889463)
|
| 408 |
+
3380 train 4.328917 (lr=7.5544e-04) (hash(x)=156631928)
|
| 409 |
+
3390 train 4.362484 (lr=7.5391e-04) (hash(x)=136001579)
|
| 410 |
+
3400 val loss 4.2956
|
| 411 |
+
3400 val perplexity 73.3754
|
| 412 |
+
3400 train 4.440581 (lr=7.5238e-04) (hash(x)=153954157)
|
| 413 |
+
3410 train 4.216467 (lr=7.5085e-04) (hash(x)=150012477)
|
| 414 |
+
3420 train 4.579030 (lr=7.4932e-04) (hash(x)=160878899)
|
| 415 |
+
3430 train 4.616146 (lr=7.4778e-04) (hash(x)=128131106)
|
| 416 |
+
3440 train 4.540115 (lr=7.4624e-04) (hash(x)=149611866)
|
| 417 |
+
3450 train 4.170357 (lr=7.4470e-04) (hash(x)=166942460)
|
| 418 |
+
3460 train 4.322520 (lr=7.4315e-04) (hash(x)=150498414)
|
| 419 |
+
3470 train 4.473644 (lr=7.4160e-04) (hash(x)=144342279)
|
| 420 |
+
3480 train 4.303067 (lr=7.4005e-04) (hash(x)=148891764)
|
| 421 |
+
3490 train 4.275787 (lr=7.3849e-04) (hash(x)=157308188)
|
| 422 |
+
3500 val loss 4.2811
|
| 423 |
+
3500 val perplexity 72.3233
|
| 424 |
+
3500 train 4.173330 (lr=7.3694e-04) (hash(x)=153717336)
|
| 425 |
+
3510 train 4.203944 (lr=7.3538e-04) (hash(x)=156083924)
|
| 426 |
+
3520 train 4.187388 (lr=7.3381e-04) (hash(x)=144234966)
|
| 427 |
+
3530 train 4.278142 (lr=7.3225e-04) (hash(x)=150184381)
|
| 428 |
+
3540 train 4.162787 (lr=7.3068e-04) (hash(x)=143011198)
|
| 429 |
+
3550 train 4.306414 (lr=7.2911e-04) (hash(x)=148764613)
|
| 430 |
+
3560 train 4.069956 (lr=7.2754e-04) (hash(x)=150625329)
|
| 431 |
+
3570 train 4.178258 (lr=7.2596e-04) (hash(x)=143981302)
|
| 432 |
+
3580 train 4.238663 (lr=7.2438e-04) (hash(x)=154989703)
|
| 433 |
+
3590 train 4.361791 (lr=7.2280e-04) (hash(x)=146602526)
|
| 434 |
+
3600 val loss 4.2801
|
| 435 |
+
3600 val perplexity 72.2447
|
| 436 |
+
3600 train 4.064011 (lr=7.2122e-04) (hash(x)=144965161)
|
| 437 |
+
3610 train 4.056331 (lr=7.1963e-04) (hash(x)=159452243)
|
| 438 |
+
3620 train 4.047841 (lr=7.1804e-04) (hash(x)=144904300)
|
| 439 |
+
3630 train 3.959478 (lr=7.1645e-04) (hash(x)=127790212)
|
| 440 |
+
3640 train 4.197893 (lr=7.1486e-04) (hash(x)=150863158)
|
| 441 |
+
3650 train 4.160391 (lr=7.1326e-04) (hash(x)=145691635)
|
| 442 |
+
3660 train 4.133244 (lr=7.1167e-04) (hash(x)=150631264)
|
| 443 |
+
3670 train 4.110845 (lr=7.1007e-04) (hash(x)=148646259)
|
| 444 |
+
3680 train 4.071361 (lr=7.0846e-04) (hash(x)=139317386)
|
| 445 |
+
3690 train 4.181606 (lr=7.0686e-04) (hash(x)=142206916)
|
| 446 |
+
3700 val loss 4.2912
|
| 447 |
+
3700 val perplexity 73.0548
|
| 448 |
+
3700 train 4.190293 (lr=7.0525e-04) (hash(x)=125969741)
|
| 449 |
+
3710 train 4.039621 (lr=7.0364e-04) (hash(x)=157183915)
|
| 450 |
+
3720 train 4.037220 (lr=7.0203e-04) (hash(x)=150434369)
|
| 451 |
+
3730 train 4.225224 (lr=7.0041e-04) (hash(x)=160911722)
|
| 452 |
+
3740 train 4.121335 (lr=6.9880e-04) (hash(x)=163306921)
|
| 453 |
+
3750 train 4.232787 (lr=6.9718e-04) (hash(x)=149156876)
|
| 454 |
+
3760 train 4.372747 (lr=6.9556e-04) (hash(x)=156015970)
|
| 455 |
+
3770 train 4.320635 (lr=6.9394e-04) (hash(x)=148222322)
|
| 456 |
+
3780 train 4.423875 (lr=6.9231e-04) (hash(x)=172040174)
|
| 457 |
+
3790 train 4.330666 (lr=6.9069e-04) (hash(x)=151593070)
|
| 458 |
+
3800 val loss 4.2653
|
| 459 |
+
3800 val perplexity 71.1885
|
| 460 |
+
3800 train 4.083667 (lr=6.8906e-04) (hash(x)=155070487)
|
| 461 |
+
3810 train 4.266338 (lr=6.8743e-04) (hash(x)=137073164)
|
| 462 |
+
3820 train 4.173840 (lr=6.8579e-04) (hash(x)=147761510)
|
| 463 |
+
3830 train 4.101120 (lr=6.8416e-04) (hash(x)=154763021)
|
| 464 |
+
3840 train 4.136382 (lr=6.8252e-04) (hash(x)=149622435)
|
| 465 |
+
3850 train 4.250448 (lr=6.8088e-04) (hash(x)=150779423)
|
| 466 |
+
3860 train 4.222646 (lr=6.7924e-04) (hash(x)=139445120)
|
| 467 |
+
3870 train 4.209052 (lr=6.7760e-04) (hash(x)=151884947)
|
| 468 |
+
3880 train 4.210846 (lr=6.7596e-04) (hash(x)=139795201)
|
| 469 |
+
3890 train 4.251503 (lr=6.7431e-04) (hash(x)=155589956)
|
| 470 |
+
3900 val loss 4.2509
|
| 471 |
+
3900 val perplexity 70.1705
|
| 472 |
+
3900 train 4.169502 (lr=6.7266e-04) (hash(x)=149444644)
|
| 473 |
+
3910 train 4.162097 (lr=6.7101e-04) (hash(x)=148538323)
|
| 474 |
+
3920 train 4.290719 (lr=6.6936e-04) (hash(x)=144026925)
|
| 475 |
+
3930 train 4.177498 (lr=6.6771e-04) (hash(x)=155311200)
|
| 476 |
+
3940 train 4.154435 (lr=6.6605e-04) (hash(x)=142410034)
|
| 477 |
+
3950 train 4.131623 (lr=6.6440e-04) (hash(x)=145986075)
|
| 478 |
+
3960 train 4.034272 (lr=6.6274e-04) (hash(x)=156197753)
|
| 479 |
+
3970 train 4.187742 (lr=6.6108e-04) (hash(x)=146981564)
|
| 480 |
+
3980 train 4.497239 (lr=6.5942e-04) (hash(x)=145361976)
|
| 481 |
+
3990 train 4.229481 (lr=6.5776e-04) (hash(x)=149344475)
|
| 482 |
+
4000 val loss 4.2490
|
| 483 |
+
4000 val perplexity 70.0364
|
| 484 |
+
4000 train 4.106431 (lr=6.5609e-04) (hash(x)=151663033)
|
| 485 |
+
4010 train 3.992515 (lr=6.5443e-04) (hash(x)=140915499)
|
| 486 |
+
4020 train 4.210707 (lr=6.5276e-04) (hash(x)=159979134)
|
| 487 |
+
4030 train 4.132223 (lr=6.5109e-04) (hash(x)=163081433)
|
| 488 |
+
4040 train 4.016047 (lr=6.4942e-04) (hash(x)=144890231)
|
| 489 |
+
4050 train 4.176378 (lr=6.4775e-04) (hash(x)=138242368)
|
| 490 |
+
4060 train 4.070343 (lr=6.4607e-04) (hash(x)=144438406)
|
| 491 |
+
4070 train 3.958871 (lr=6.4440e-04) (hash(x)=159294906)
|
| 492 |
+
4080 train 4.019866 (lr=6.4272e-04) (hash(x)=143676301)
|
| 493 |
+
4090 train 4.251940 (lr=6.4104e-04) (hash(x)=147875296)
|
| 494 |
+
4100 val loss 4.2648
|
| 495 |
+
4100 val perplexity 71.1541
|
| 496 |
+
4100 train 4.315084 (lr=6.3937e-04) (hash(x)=143688282)
|
| 497 |
+
4110 train 4.082783 (lr=6.3769e-04) (hash(x)=150086777)
|
| 498 |
+
4120 train 4.030358 (lr=6.3600e-04) (hash(x)=154624391)
|
| 499 |
+
4130 train 4.219367 (lr=6.3432e-04) (hash(x)=141163032)
|
| 500 |
+
4140 train 4.238806 (lr=6.3264e-04) (hash(x)=151038180)
|
| 501 |
+
4150 train 4.321716 (lr=6.3095e-04) (hash(x)=144718421)
|
| 502 |
+
4160 train 4.239073 (lr=6.2927e-04) (hash(x)=154277459)
|
| 503 |
+
4170 train 4.394313 (lr=6.2758e-04) (hash(x)=143765173)
|
| 504 |
+
4180 train 4.261236 (lr=6.2589e-04) (hash(x)=161013425)
|
| 505 |
+
4190 train 4.217021 (lr=6.2420e-04) (hash(x)=161666854)
|
| 506 |
+
4200 val loss 4.2258
|
| 507 |
+
4200 val perplexity 68.4265
|
| 508 |
+
4200 train 4.134756 (lr=6.2251e-04) (hash(x)=163361651)
|
| 509 |
+
4210 train 4.469084 (lr=6.2082e-04) (hash(x)=153491528)
|
| 510 |
+
4220 train 4.267834 (lr=6.1913e-04) (hash(x)=164410385)
|
| 511 |
+
4230 train 4.208251 (lr=6.1743e-04) (hash(x)=175191816)
|
| 512 |
+
4240 train 4.081667 (lr=6.1574e-04) (hash(x)=133924818)
|
| 513 |
+
4250 train 4.308551 (lr=6.1404e-04) (hash(x)=152932845)
|
| 514 |
+
4260 train 4.180036 (lr=6.1235e-04) (hash(x)=141987318)
|
| 515 |
+
4270 train 4.279481 (lr=6.1065e-04) (hash(x)=142521279)
|
| 516 |
+
4280 train 4.134878 (lr=6.0895e-04) (hash(x)=147707669)
|
| 517 |
+
4290 train 4.202910 (lr=6.0725e-04) (hash(x)=152245539)
|
| 518 |
+
4300 val loss 4.2119
|
| 519 |
+
4300 val perplexity 67.4857
|
| 520 |
+
4300 train 4.089963 (lr=6.0555e-04) (hash(x)=153619361)
|
| 521 |
+
4310 train 4.301236 (lr=6.0385e-04) (hash(x)=142614473)
|
| 522 |
+
4320 train 4.119951 (lr=6.0215e-04) (hash(x)=142689858)
|
| 523 |
+
4330 train 4.149946 (lr=6.0044e-04) (hash(x)=140837891)
|
| 524 |
+
4340 train 4.130474 (lr=5.9874e-04) (hash(x)=131790760)
|
| 525 |
+
4350 train 4.292194 (lr=5.9704e-04) (hash(x)=147186292)
|
| 526 |
+
4360 train 4.103318 (lr=5.9533e-04) (hash(x)=148140562)
|
| 527 |
+
4370 train 4.217632 (lr=5.9363e-04) (hash(x)=156409913)
|
| 528 |
+
4380 train 4.126440 (lr=5.9192e-04) (hash(x)=145126034)
|
| 529 |
+
4390 train 4.076787 (lr=5.9022e-04) (hash(x)=147368423)
|
| 530 |
+
4400 val loss 4.2161
|
| 531 |
+
4400 val perplexity 67.7689
|
| 532 |
+
4400 train 4.560677 (lr=5.8851e-04) (hash(x)=168527064)
|
| 533 |
+
4410 train 4.072362 (lr=5.8680e-04) (hash(x)=150152773)
|
| 534 |
+
4420 train 4.158353 (lr=5.8509e-04) (hash(x)=155472304)
|
| 535 |
+
4430 train 4.079534 (lr=5.8338e-04) (hash(x)=147299265)
|
| 536 |
+
4440 train 4.042902 (lr=5.8168e-04) (hash(x)=140659522)
|
| 537 |
+
4450 train 4.109509 (lr=5.7997e-04) (hash(x)=147169111)
|
| 538 |
+
4460 train 4.178479 (lr=5.7826e-04) (hash(x)=144098557)
|
| 539 |
+
4470 train 3.938241 (lr=5.7655e-04) (hash(x)=161957507)
|
| 540 |
+
4480 train 3.964268 (lr=5.7483e-04) (hash(x)=154064204)
|
| 541 |
+
4490 train 4.101294 (lr=5.7312e-04) (hash(x)=153999958)
|
| 542 |
+
4500 val loss 4.2295
|
| 543 |
+
4500 val perplexity 68.6821
|
| 544 |
+
4500 train 4.255933 (lr=5.7141e-04) (hash(x)=125588037)
|
| 545 |
+
4510 train 4.057528 (lr=5.6970e-04) (hash(x)=142522186)
|
| 546 |
+
4520 train 3.898660 (lr=5.6799e-04) (hash(x)=152736893)
|
| 547 |
+
4530 train 4.125094 (lr=5.6628e-04) (hash(x)=148091275)
|
| 548 |
+
4540 train 4.240044 (lr=5.6456e-04) (hash(x)=147663019)
|
| 549 |
+
4550 train 4.324493 (lr=5.6285e-04) (hash(x)=151491857)
|
| 550 |
+
4560 train 4.211528 (lr=5.6114e-04) (hash(x)=161757513)
|
| 551 |
+
4570 train 4.200512 (lr=5.5942e-04) (hash(x)=165448260)
|
| 552 |
+
4580 train 4.343745 (lr=5.5771e-04) (hash(x)=151620292)
|
| 553 |
+
4590 train 4.426542 (lr=5.5600e-04) (hash(x)=161877852)
|
| 554 |
+
4600 val loss 4.1930
|
| 555 |
+
4600 val perplexity 66.2239
|
| 556 |
+
4600 train 4.177270 (lr=5.5428e-04) (hash(x)=143710941)
|
| 557 |
+
4610 train 4.267295 (lr=5.5257e-04) (hash(x)=152244871)
|
| 558 |
+
4620 train 4.217650 (lr=5.5086e-04) (hash(x)=161268167)
|
| 559 |
+
4630 train 4.204400 (lr=5.4914e-04) (hash(x)=153904677)
|
| 560 |
+
4640 train 4.161971 (lr=5.4743e-04) (hash(x)=152593758)
|
| 561 |
+
4650 train 4.314531 (lr=5.4572e-04) (hash(x)=159047122)
|
| 562 |
+
4660 train 4.377215 (lr=5.4400e-04) (hash(x)=167370244)
|
| 563 |
+
4670 train 4.158813 (lr=5.4229e-04) (hash(x)=140357684)
|
| 564 |
+
4680 train 4.312389 (lr=5.4058e-04) (hash(x)=140547853)
|
| 565 |
+
4690 train 4.485363 (lr=5.3886e-04) (hash(x)=143000949)
|
| 566 |
+
4700 val loss 4.1859
|
| 567 |
+
4700 val perplexity 65.7497
|
| 568 |
+
4700 train 4.119508 (lr=5.3715e-04) (hash(x)=150952742)
|
| 569 |
+
4710 train 4.166143 (lr=5.3544e-04) (hash(x)=157964406)
|
| 570 |
+
4720 train 4.056052 (lr=5.3372e-04) (hash(x)=147653608)
|
| 571 |
+
4730 train 4.140808 (lr=5.3201e-04) (hash(x)=165545764)
|
| 572 |
+
4740 train 4.120740 (lr=5.3030e-04) (hash(x)=146744631)
|
| 573 |
+
4750 train 4.206942 (lr=5.2859e-04) (hash(x)=153635164)
|
| 574 |
+
4760 train 4.250543 (lr=5.2688e-04) (hash(x)=153217508)
|
| 575 |
+
4770 train 4.199159 (lr=5.2517e-04) (hash(x)=169622743)
|
| 576 |
+
4780 train 4.120512 (lr=5.2345e-04) (hash(x)=138018297)
|
| 577 |
+
4790 train 3.996400 (lr=5.2174e-04) (hash(x)=156067303)
|
| 578 |
+
4800 val loss 4.1856
|
| 579 |
+
4800 val perplexity 65.7335
|
| 580 |
+
4800 train 4.169362 (lr=5.2003e-04) (hash(x)=145323659)
|
| 581 |
+
4810 train 4.055585 (lr=5.1832e-04) (hash(x)=152587772)
|
| 582 |
+
4820 train 4.275341 (lr=5.1662e-04) (hash(x)=148481485)
|
| 583 |
+
4830 train 4.038648 (lr=5.1491e-04) (hash(x)=154219664)
|
| 584 |
+
4840 train 3.925911 (lr=5.1320e-04) (hash(x)=156853645)
|
| 585 |
+
4850 train 4.018215 (lr=5.1149e-04) (hash(x)=152329702)
|
| 586 |
+
4860 train 4.009691 (lr=5.0978e-04) (hash(x)=136684779)
|
| 587 |
+
4870 train 4.077189 (lr=5.0808e-04) (hash(x)=143260367)
|
| 588 |
+
4880 train 4.039571 (lr=5.0637e-04) (hash(x)=150910947)
|
| 589 |
+
4890 train 4.054239 (lr=5.0467e-04) (hash(x)=179249925)
|
| 590 |
+
4900 val loss 4.1913
|
| 591 |
+
4900 val perplexity 66.1096
|
| 592 |
+
4900 train 4.215473 (lr=5.0296e-04) (hash(x)=153151397)
|
| 593 |
+
4910 train 4.167186 (lr=5.0126e-04) (hash(x)=144101891)
|
| 594 |
+
4920 train 4.060726 (lr=4.9956e-04) (hash(x)=144994952)
|
| 595 |
+
4930 train 4.341872 (lr=4.9785e-04) (hash(x)=155390878)
|
| 596 |
+
4940 train 4.126190 (lr=4.9615e-04) (hash(x)=141359221)
|
| 597 |
+
4950 train 4.028131 (lr=4.9445e-04) (hash(x)=151570011)
|
| 598 |
+
4960 train 4.246081 (lr=4.9275e-04) (hash(x)=146918855)
|
| 599 |
+
4970 train 4.181008 (lr=4.9105e-04) (hash(x)=148647362)
|
| 600 |
+
4980 train 4.136794 (lr=4.8935e-04) (hash(x)=159753562)
|
| 601 |
+
4990 train 4.085922 (lr=4.8765e-04) (hash(x)=147683447)
|
| 602 |
+
5000 val loss 4.1808
|
| 603 |
+
5000 val perplexity 65.4179
|
| 604 |
+
5000 train 4.224794 (lr=4.8596e-04) (hash(x)=143182059)
|
| 605 |
+
5010 train 4.033636 (lr=4.8426e-04) (hash(x)=138657407)
|
| 606 |
+
5020 train 4.144500 (lr=4.8257e-04) (hash(x)=151830497)
|
| 607 |
+
5030 train 4.141582 (lr=4.8087e-04) (hash(x)=147727694)
|
| 608 |
+
5040 train 3.986638 (lr=4.7918e-04) (hash(x)=151957014)
|
| 609 |
+
5050 train 4.253509 (lr=4.7749e-04) (hash(x)=147828693)
|
| 610 |
+
5060 train 4.301372 (lr=4.7580e-04) (hash(x)=158589700)
|
| 611 |
+
5070 train 4.184211 (lr=4.7411e-04) (hash(x)=155662163)
|
| 612 |
+
5080 train 4.287389 (lr=4.7242e-04) (hash(x)=157797383)
|
| 613 |
+
5090 train 4.163893 (lr=4.7073e-04) (hash(x)=153848957)
|
| 614 |
+
5100 val loss 4.1653
|
| 615 |
+
5100 val perplexity 64.4096
|
| 616 |
+
5100 train 4.116641 (lr=4.6905e-04) (hash(x)=170083586)
|
| 617 |
+
5110 train 4.038221 (lr=4.6736e-04) (hash(x)=153800138)
|
| 618 |
+
5120 train 4.142804 (lr=4.6568e-04) (hash(x)=153526228)
|
| 619 |
+
5130 train 4.152077 (lr=4.6400e-04) (hash(x)=158650342)
|
| 620 |
+
5140 train 4.140490 (lr=4.6231e-04) (hash(x)=153163034)
|
| 621 |
+
5150 train 4.142080 (lr=4.6063e-04) (hash(x)=155281294)
|
| 622 |
+
5160 train 4.120215 (lr=4.5896e-04) (hash(x)=147731627)
|
| 623 |
+
5170 train 4.091925 (lr=4.5728e-04) (hash(x)=146388976)
|
| 624 |
+
5180 train 4.311483 (lr=4.5560e-04) (hash(x)=140323065)
|
| 625 |
+
5190 train 4.215456 (lr=4.5393e-04) (hash(x)=150406523)
|
| 626 |
+
5200 val loss 4.1621
|
| 627 |
+
5200 val perplexity 64.2057
|
| 628 |
+
5200 train 4.021189 (lr=4.5225e-04) (hash(x)=149363919)
|
| 629 |
+
5210 train 4.160786 (lr=4.5058e-04) (hash(x)=164390214)
|
| 630 |
+
5220 train 4.121970 (lr=4.4891e-04) (hash(x)=153652984)
|
| 631 |
+
5230 train 4.087306 (lr=4.4724e-04) (hash(x)=139542770)
|
| 632 |
+
5240 train 3.969379 (lr=4.4557e-04) (hash(x)=140115288)
|
| 633 |
+
5250 train 4.109451 (lr=4.4391e-04) (hash(x)=142158900)
|
| 634 |
+
5260 train 4.023765 (lr=4.4224e-04) (hash(x)=156019449)
|
| 635 |
+
5270 train 4.134142 (lr=4.4058e-04) (hash(x)=150776850)
|
| 636 |
+
5280 train 4.094083 (lr=4.3892e-04) (hash(x)=151358692)
|
| 637 |
+
5290 train 4.060670 (lr=4.3726e-04) (hash(x)=137112863)
|
| 638 |
+
5300 val loss 4.1580
|
| 639 |
+
5300 val perplexity 63.9466
|
| 640 |
+
5300 train 3.987714 (lr=4.3560e-04) (hash(x)=152033784)
|
| 641 |
+
5310 train 4.026588 (lr=4.3395e-04) (hash(x)=147785712)
|
| 642 |
+
5320 train 4.166820 (lr=4.3229e-04) (hash(x)=156426339)
|
| 643 |
+
5330 train 4.120505 (lr=4.3064e-04) (hash(x)=161907693)
|
| 644 |
+
5340 train 4.188681 (lr=4.2899e-04) (hash(x)=156414094)
|
| 645 |
+
5350 train 4.208929 (lr=4.2734e-04) (hash(x)=141712428)
|
| 646 |
+
5360 train 4.161851 (lr=4.2569e-04) (hash(x)=156873601)
|
| 647 |
+
5370 train 4.144500 (lr=4.2404e-04) (hash(x)=149863781)
|
| 648 |
+
5380 train 4.140306 (lr=4.2240e-04) (hash(x)=148183971)
|
| 649 |
+
5390 train 4.103770 (lr=4.2076e-04) (hash(x)=151542334)
|
| 650 |
+
5400 val loss 4.1356
|
| 651 |
+
5400 val perplexity 62.5278
|
| 652 |
+
5400 train 4.382998 (lr=4.1912e-04) (hash(x)=154614289)
|
| 653 |
+
5410 train 4.122485 (lr=4.1748e-04) (hash(x)=169124671)
|
| 654 |
+
5420 train 4.145134 (lr=4.1584e-04) (hash(x)=159963738)
|
| 655 |
+
5430 train 4.106667 (lr=4.1421e-04) (hash(x)=155162691)
|
| 656 |
+
5440 train 4.138029 (lr=4.1257e-04) (hash(x)=135981908)
|
| 657 |
+
5450 train 4.229747 (lr=4.1094e-04) (hash(x)=145055580)
|
| 658 |
+
5460 train 4.082614 (lr=4.0931e-04) (hash(x)=150367825)
|
| 659 |
+
5470 train 4.171754 (lr=4.0769e-04) (hash(x)=151034173)
|
| 660 |
+
5480 train 4.091937 (lr=4.0606e-04) (hash(x)=155581766)
|
| 661 |
+
5490 train 4.119243 (lr=4.0444e-04) (hash(x)=136973993)
|
| 662 |
+
5500 val loss 4.1301
|
| 663 |
+
5500 val perplexity 62.1853
|
| 664 |
+
5500 train 4.285725 (lr=4.0282e-04) (hash(x)=157745174)
|
| 665 |
+
5510 train 4.237983 (lr=4.0120e-04) (hash(x)=144628894)
|
| 666 |
+
5520 train 4.121191 (lr=3.9959e-04) (hash(x)=135056684)
|
| 667 |
+
5530 train 4.108870 (lr=3.9797e-04) (hash(x)=143418640)
|
| 668 |
+
5540 train 4.089125 (lr=3.9636e-04) (hash(x)=144464984)
|
| 669 |
+
5550 train 4.297401 (lr=3.9475e-04) (hash(x)=155888745)
|
| 670 |
+
5560 train 3.954111 (lr=3.9314e-04) (hash(x)=149122683)
|
| 671 |
+
5570 train 4.001010 (lr=3.9154e-04) (hash(x)=154573954)
|
| 672 |
+
5580 train 4.105954 (lr=3.8993e-04) (hash(x)=149339361)
|
| 673 |
+
5590 train 3.992002 (lr=3.8833e-04) (hash(x)=154738453)
|
| 674 |
+
5600 val loss 4.1314
|
| 675 |
+
5600 val perplexity 62.2631
|
| 676 |
+
5600 train 4.109376 (lr=3.8674e-04) (hash(x)=147693222)
|
| 677 |
+
5610 train 3.887067 (lr=3.8514e-04) (hash(x)=142140192)
|
| 678 |
+
5620 train 4.017938 (lr=3.8355e-04) (hash(x)=148677209)
|
| 679 |
+
5630 train 4.084262 (lr=3.8196e-04) (hash(x)=143495554)
|
| 680 |
+
5640 train 4.174602 (lr=3.8037e-04) (hash(x)=153202964)
|
| 681 |
+
5650 train 4.099245 (lr=3.7878e-04) (hash(x)=168724867)
|
| 682 |
+
5660 train 4.068202 (lr=3.7720e-04) (hash(x)=142816746)
|
| 683 |
+
5670 train 4.190711 (lr=3.7562e-04) (hash(x)=164119551)
|
| 684 |
+
5680 train 4.052152 (lr=3.7404e-04) (hash(x)=157239121)
|
| 685 |
+
5690 train 4.336944 (lr=3.7246e-04) (hash(x)=144662329)
|
| 686 |
+
5700 val loss 4.1187
|
| 687 |
+
5700 val perplexity 61.4796
|
| 688 |
+
5700 train 4.053085 (lr=3.7089e-04) (hash(x)=149784627)
|
| 689 |
+
5710 train 4.021266 (lr=3.6932e-04) (hash(x)=152821162)
|
| 690 |
+
5720 train 4.236451 (lr=3.6775e-04) (hash(x)=158497530)
|
| 691 |
+
5730 train 4.227133 (lr=3.6619e-04) (hash(x)=154583914)
|
| 692 |
+
5740 train 4.045676 (lr=3.6462e-04) (hash(x)=142027172)
|
| 693 |
+
5750 train 4.287654 (lr=3.6306e-04) (hash(x)=119227402)
|
| 694 |
+
5760 train 4.133159 (lr=3.6151e-04) (hash(x)=153248187)
|
| 695 |
+
5770 train 4.010704 (lr=3.5995e-04) (hash(x)=147951994)
|
| 696 |
+
5780 train 4.020247 (lr=3.5840e-04) (hash(x)=138935284)
|
| 697 |
+
5790 train 4.103357 (lr=3.5685e-04) (hash(x)=151786681)
|
| 698 |
+
5800 val loss 4.1273
|
| 699 |
+
5800 val perplexity 62.0090
|
| 700 |
+
5800 train 4.143414 (lr=3.5530e-04) (hash(x)=158620729)
|
| 701 |
+
5810 train 4.090216 (lr=3.5376e-04) (hash(x)=178115789)
|
| 702 |
+
5820 train 4.011483 (lr=3.5222e-04) (hash(x)=149092790)
|
| 703 |
+
5830 train 4.190702 (lr=3.5068e-04) (hash(x)=148269833)
|
| 704 |
+
5840 train 4.124129 (lr=3.4915e-04) (hash(x)=163714738)
|
| 705 |
+
5850 train 4.103542 (lr=3.4762e-04) (hash(x)=144111890)
|
| 706 |
+
5860 train 4.069653 (lr=3.4609e-04) (hash(x)=170702475)
|
| 707 |
+
5870 train 4.011530 (lr=3.4456e-04) (hash(x)=155970835)
|
| 708 |
+
5880 train 4.016212 (lr=3.4304e-04) (hash(x)=146695463)
|
| 709 |
+
5890 train 4.073385 (lr=3.4152e-04) (hash(x)=151603187)
|
| 710 |
+
5900 val loss 4.1133
|
| 711 |
+
5900 val perplexity 61.1492
|
| 712 |
+
5900 train 4.089013 (lr=3.4000e-04) (hash(x)=159763910)
|
| 713 |
+
5910 train 4.133032 (lr=3.3849e-04) (hash(x)=149555230)
|
| 714 |
+
5920 train 4.140339 (lr=3.3697e-04) (hash(x)=138048333)
|
| 715 |
+
5930 train 4.037030 (lr=3.3547e-04) (hash(x)=148668256)
|
| 716 |
+
5940 train 4.176332 (lr=3.3396e-04) (hash(x)=148352543)
|
| 717 |
+
5950 train 4.187139 (lr=3.3246e-04) (hash(x)=163457488)
|
| 718 |
+
5960 train 4.268230 (lr=3.3096e-04) (hash(x)=155306804)
|
| 719 |
+
5970 train 4.115589 (lr=3.2947e-04) (hash(x)=146576143)
|
| 720 |
+
5980 train 4.121903 (lr=3.2797e-04) (hash(x)=144668956)
|
| 721 |
+
5990 train 4.089404 (lr=3.2649e-04) (hash(x)=156098617)
|
| 722 |
+
6000 val loss 4.1007
|
| 723 |
+
6000 val perplexity 60.3824
|
| 724 |
+
6000 train 4.069320 (lr=3.2500e-04) (hash(x)=147640561)
|
| 725 |
+
6010 train 4.134161 (lr=3.2352e-04) (hash(x)=161223074)
|
| 726 |
+
6020 train 4.116009 (lr=3.2204e-04) (hash(x)=156308454)
|
| 727 |
+
6030 train 4.098608 (lr=3.2056e-04) (hash(x)=142553975)
|
| 728 |
+
6040 train 4.062779 (lr=3.1909e-04) (hash(x)=142039829)
|
| 729 |
+
6050 train 4.132275 (lr=3.1762e-04) (hash(x)=156329296)
|
| 730 |
+
6060 train 4.073678 (lr=3.1616e-04) (hash(x)=148505537)
|
| 731 |
+
6070 train 3.962841 (lr=3.1469e-04) (hash(x)=151801272)
|
| 732 |
+
6080 train 4.050081 (lr=3.1323e-04) (hash(x)=159908287)
|
| 733 |
+
6090 train 4.031686 (lr=3.1178e-04) (hash(x)=148714721)
|
| 734 |
+
6100 val loss 4.0938
|
| 735 |
+
6100 val perplexity 59.9689
|
| 736 |
+
6100 train 4.104977 (lr=3.1033e-04) (hash(x)=156613394)
|
| 737 |
+
6110 train 3.957910 (lr=3.0888e-04) (hash(x)=143286705)
|
| 738 |
+
6120 train 4.171110 (lr=3.0743e-04) (hash(x)=150191141)
|
| 739 |
+
6130 train 4.042486 (lr=3.0599e-04) (hash(x)=149855624)
|
| 740 |
+
6140 train 4.032149 (lr=3.0455e-04) (hash(x)=157312372)
|
| 741 |
+
6150 train 4.158311 (lr=3.0312e-04) (hash(x)=148262730)
|
| 742 |
+
6160 train 4.071771 (lr=3.0169e-04) (hash(x)=147032785)
|
| 743 |
+
6170 train 3.994284 (lr=3.0026e-04) (hash(x)=161213064)
|
| 744 |
+
6180 train 3.869380 (lr=2.9884e-04) (hash(x)=144538373)
|
| 745 |
+
6190 train 3.922911 (lr=2.9742e-04) (hash(x)=144688493)
|
| 746 |
+
6200 val loss 4.0933
|
| 747 |
+
6200 val perplexity 59.9374
|
| 748 |
+
6200 train 4.011249 (lr=2.9600e-04) (hash(x)=186221290)
|
| 749 |
+
6210 train 4.004768 (lr=2.9459e-04) (hash(x)=139529352)
|
| 750 |
+
6220 train 4.161993 (lr=2.9318e-04) (hash(x)=138081469)
|
| 751 |
+
6230 train 4.040517 (lr=2.9177e-04) (hash(x)=152979409)
|
| 752 |
+
6240 train 4.027634 (lr=2.9037e-04) (hash(x)=157848424)
|
| 753 |
+
6250 train 3.912084 (lr=2.8897e-04) (hash(x)=150770915)
|
| 754 |
+
6260 train 4.011302 (lr=2.8758e-04) (hash(x)=153769379)
|
| 755 |
+
6270 train 3.945753 (lr=2.8619e-04) (hash(x)=153318361)
|
| 756 |
+
6280 train 3.940867 (lr=2.8480e-04) (hash(x)=143366327)
|
| 757 |
+
6290 train 4.106936 (lr=2.8342e-04) (hash(x)=160684845)
|
| 758 |
+
6300 val loss 4.0772
|
| 759 |
+
6300 val perplexity 58.9789
|
| 760 |
+
6300 train 3.993979 (lr=2.8204e-04) (hash(x)=152081419)
|
| 761 |
+
6310 train 3.946291 (lr=2.8067e-04) (hash(x)=146626797)
|
| 762 |
+
6320 train 4.131120 (lr=2.7930e-04) (hash(x)=155291923)
|
| 763 |
+
6330 train 4.010694 (lr=2.7793e-04) (hash(x)=140920951)
|
| 764 |
+
6340 train 4.085267 (lr=2.7657e-04) (hash(x)=146642359)
|
| 765 |
+
6350 train 4.058128 (lr=2.7521e-04) (hash(x)=160486550)
|
| 766 |
+
6360 train 4.010235 (lr=2.7385e-04) (hash(x)=151833082)
|
| 767 |
+
6370 train 4.002586 (lr=2.7250e-04) (hash(x)=124740362)
|
| 768 |
+
6380 train 4.153225 (lr=2.7116e-04) (hash(x)=153952434)
|
| 769 |
+
6390 train 4.192462 (lr=2.6981e-04) (hash(x)=145864314)
|
| 770 |
+
6400 val loss 4.0805
|
| 771 |
+
6400 val perplexity 59.1736
|
| 772 |
+
6400 train 4.083189 (lr=2.6847e-04) (hash(x)=154808349)
|
| 773 |
+
6410 train 4.056243 (lr=2.6714e-04) (hash(x)=155037739)
|
| 774 |
+
6420 train 3.988791 (lr=2.6581e-04) (hash(x)=151155588)
|
| 775 |
+
6430 train 3.882061 (lr=2.6448e-04) (hash(x)=146548556)
|
| 776 |
+
6440 train 4.051258 (lr=2.6316e-04) (hash(x)=152706474)
|
| 777 |
+
6450 train 4.043720 (lr=2.6184e-04) (hash(x)=154207794)
|
| 778 |
+
6460 train 3.911148 (lr=2.6053e-04) (hash(x)=141590515)
|
| 779 |
+
6470 train 3.953193 (lr=2.5922e-04) (hash(x)=157673109)
|
| 780 |
+
6480 train 3.958526 (lr=2.5791e-04) (hash(x)=155842980)
|
| 781 |
+
6490 train 4.045887 (lr=2.5661e-04) (hash(x)=143595736)
|
| 782 |
+
6500 val loss 4.0784
|
| 783 |
+
6500 val perplexity 59.0535
|
| 784 |
+
6500 train 3.999872 (lr=2.5531e-04) (hash(x)=159437208)
|
| 785 |
+
6510 train 4.011888 (lr=2.5402e-04) (hash(x)=142631317)
|
| 786 |
+
6520 train 3.739606 (lr=2.5273e-04) (hash(x)=139009211)
|
| 787 |
+
6530 train 4.083701 (lr=2.5145e-04) (hash(x)=145451137)
|
| 788 |
+
6540 train 4.039228 (lr=2.5017e-04) (hash(x)=163532779)
|
| 789 |
+
6550 train 3.948493 (lr=2.4889e-04) (hash(x)=158084674)
|
| 790 |
+
6560 train 3.931911 (lr=2.4762e-04) (hash(x)=142422592)
|
| 791 |
+
6570 train 3.846286 (lr=2.4635e-04) (hash(x)=141089289)
|
| 792 |
+
6580 train 3.947164 (lr=2.4509e-04) (hash(x)=139712979)
|
| 793 |
+
6590 train 3.851499 (lr=2.4383e-04) (hash(x)=145833805)
|
| 794 |
+
6600 val loss 4.0779
|
| 795 |
+
6600 val perplexity 59.0198
|
| 796 |
+
6600 train 3.924870 (lr=2.4258e-04) (hash(x)=157933074)
|
| 797 |
+
6610 train 3.850175 (lr=2.4133e-04) (hash(x)=142534769)
|
| 798 |
+
6620 train 3.901227 (lr=2.4009e-04) (hash(x)=138456044)
|
| 799 |
+
6630 train 4.027202 (lr=2.3884e-04) (hash(x)=145111052)
|
| 800 |
+
6640 train 3.994487 (lr=2.3761e-04) (hash(x)=166954515)
|
| 801 |
+
6650 train 3.954459 (lr=2.3638e-04) (hash(x)=146889543)
|
| 802 |
+
6660 train 3.981487 (lr=2.3515e-04) (hash(x)=143253726)
|
| 803 |
+
6670 train 3.902173 (lr=2.3393e-04) (hash(x)=144349844)
|
| 804 |
+
6680 train 4.094649 (lr=2.3271e-04) (hash(x)=139911928)
|
| 805 |
+
6690 train 4.280886 (lr=2.3150e-04) (hash(x)=143135862)
|
| 806 |
+
6700 val loss 4.0665
|
| 807 |
+
6700 val perplexity 58.3551
|
| 808 |
+
6700 train 4.000284 (lr=2.3029e-04) (hash(x)=161560240)
|
| 809 |
+
6710 train 4.086408 (lr=2.2909e-04) (hash(x)=150437730)
|
| 810 |
+
6720 train 4.190146 (lr=2.2789e-04) (hash(x)=153035304)
|
| 811 |
+
6730 train 3.980381 (lr=2.2669e-04) (hash(x)=139323796)
|
| 812 |
+
6740 train 3.986463 (lr=2.2550e-04) (hash(x)=167437923)
|
| 813 |
+
6750 train 3.950536 (lr=2.2432e-04) (hash(x)=143814596)
|
| 814 |
+
6760 train 4.013819 (lr=2.2314e-04) (hash(x)=143755031)
|
| 815 |
+
6770 train 3.975060 (lr=2.2196e-04) (hash(x)=142014038)
|
| 816 |
+
6780 train 4.024720 (lr=2.2079e-04) (hash(x)=148465062)
|
| 817 |
+
6790 train 4.059067 (lr=2.1963e-04) (hash(x)=154656877)
|
| 818 |
+
6800 val loss 4.0642
|
| 819 |
+
6800 val perplexity 58.2199
|
| 820 |
+
6800 train 4.162954 (lr=2.1847e-04) (hash(x)=155424292)
|
| 821 |
+
6810 train 3.805522 (lr=2.1731e-04) (hash(x)=147358081)
|
| 822 |
+
6820 train 3.916002 (lr=2.1616e-04) (hash(x)=145387291)
|
| 823 |
+
6830 train 3.872147 (lr=2.1501e-04) (hash(x)=146334068)
|
| 824 |
+
6840 train 3.947189 (lr=2.1387e-04) (hash(x)=139563766)
|
| 825 |
+
6850 train 3.972929 (lr=2.1273e-04) (hash(x)=139095691)
|
| 826 |
+
6860 train 3.910185 (lr=2.1160e-04) (hash(x)=142093999)
|
| 827 |
+
6870 train 4.032164 (lr=2.1047e-04) (hash(x)=148598823)
|
| 828 |
+
6880 train 4.115886 (lr=2.0935e-04) (hash(x)=146486085)
|
| 829 |
+
6890 train 3.894317 (lr=2.0823e-04) (hash(x)=165683212)
|
| 830 |
+
6900 val loss 4.0669
|
| 831 |
+
6900 val perplexity 58.3745
|
| 832 |
+
6900 train 4.103228 (lr=2.0712e-04) (hash(x)=148561470)
|
| 833 |
+
6910 train 3.790687 (lr=2.0602e-04) (hash(x)=136352432)
|
| 834 |
+
6920 train 4.166777 (lr=2.0491e-04) (hash(x)=147640094)
|
| 835 |
+
6930 train 4.045142 (lr=2.0382e-04) (hash(x)=152343827)
|
| 836 |
+
6940 train 4.035655 (lr=2.0272e-04) (hash(x)=158787971)
|
| 837 |
+
6950 train 4.313387 (lr=2.0164e-04) (hash(x)=178133125)
|
| 838 |
+
6960 train 4.098657 (lr=2.0055e-04) (hash(x)=167302853)
|
| 839 |
+
6970 train 4.035652 (lr=1.9948e-04) (hash(x)=143729435)
|
| 840 |
+
6980 train 4.131123 (lr=1.9840e-04) (hash(x)=135857879)
|
| 841 |
+
6990 train 4.075550 (lr=1.9734e-04) (hash(x)=155384510)
|
| 842 |
+
7000 val loss 4.0542
|
| 843 |
+
7000 val perplexity 57.6405
|
| 844 |
+
7000 train 4.026678 (lr=1.9628e-04) (hash(x)=141527450)
|
| 845 |
+
7010 train 4.066357 (lr=1.9522e-04) (hash(x)=148648498)
|
| 846 |
+
7020 train 3.992153 (lr=1.9417e-04) (hash(x)=148073842)
|
| 847 |
+
7030 train 4.125440 (lr=1.9312e-04) (hash(x)=160771614)
|
| 848 |
+
7040 train 3.898851 (lr=1.9208e-04) (hash(x)=148361330)
|
| 849 |
+
7050 train 3.881182 (lr=1.9104e-04) (hash(x)=151212224)
|
| 850 |
+
7060 train 4.074076 (lr=1.9001e-04) (hash(x)=155925366)
|
| 851 |
+
7070 train 3.924225 (lr=1.8899e-04) (hash(x)=149830576)
|
| 852 |
+
7080 train 3.896394 (lr=1.8797e-04) (hash(x)=144849934)
|
| 853 |
+
7090 train 3.986582 (lr=1.8695e-04) (hash(x)=150997807)
|
| 854 |
+
7100 val loss 4.0497
|
| 855 |
+
7100 val perplexity 57.3795
|
| 856 |
+
7100 train 4.025570 (lr=1.8594e-04) (hash(x)=151066339)
|
| 857 |
+
7110 train 3.931357 (lr=1.8494e-04) (hash(x)=147185781)
|
| 858 |
+
7120 train 3.973876 (lr=1.8394e-04) (hash(x)=141765575)
|
| 859 |
+
7130 train 3.986445 (lr=1.8294e-04) (hash(x)=144204513)
|
| 860 |
+
7140 train 3.819539 (lr=1.8196e-04) (hash(x)=149326253)
|
| 861 |
+
7150 train 3.976435 (lr=1.8097e-04) (hash(x)=150409811)
|
| 862 |
+
7160 train 3.868832 (lr=1.7999e-04) (hash(x)=144790348)
|
| 863 |
+
7170 train 3.985991 (lr=1.7902e-04) (hash(x)=150500939)
|
| 864 |
+
7180 train 3.810583 (lr=1.7805e-04) (hash(x)=143552103)
|
| 865 |
+
7190 train 3.857282 (lr=1.7709e-04) (hash(x)=157471075)
|
| 866 |
+
7200 val loss 4.0533
|
| 867 |
+
7200 val perplexity 57.5855
|
| 868 |
+
7200 train 3.834300 (lr=1.7614e-04) (hash(x)=155231264)
|
| 869 |
+
7210 train 3.930772 (lr=1.7519e-04) (hash(x)=150350401)
|
| 870 |
+
7220 train 3.942129 (lr=1.7424e-04) (hash(x)=151952594)
|
| 871 |
+
7230 train 4.025707 (lr=1.7330e-04) (hash(x)=145381804)
|
| 872 |
+
7240 train 3.907091 (lr=1.7237e-04) (hash(x)=142651222)
|
| 873 |
+
7250 train 4.016520 (lr=1.7144e-04) (hash(x)=136115279)
|
| 874 |
+
7260 train 4.118497 (lr=1.7051e-04) (hash(x)=154536751)
|
| 875 |
+
7270 train 4.071742 (lr=1.6959e-04) (hash(x)=148883836)
|
| 876 |
+
7280 train 3.926810 (lr=1.6868e-04) (hash(x)=150606754)
|
| 877 |
+
7290 train 4.042694 (lr=1.6777e-04) (hash(x)=165845807)
|
| 878 |
+
7300 val loss 4.0427
|
| 879 |
+
7300 val perplexity 56.9806
|
| 880 |
+
7300 train 4.115440 (lr=1.6687e-04) (hash(x)=150281149)
|
| 881 |
+
7310 train 4.068348 (lr=1.6598e-04) (hash(x)=159929281)
|
| 882 |
+
7320 train 3.894274 (lr=1.6509e-04) (hash(x)=143074269)
|
| 883 |
+
7330 train 4.053135 (lr=1.6420e-04) (hash(x)=147369269)
|
| 884 |
+
7340 train 4.103865 (lr=1.6332e-04) (hash(x)=139286601)
|
| 885 |
+
7350 train 4.004265 (lr=1.6245e-04) (hash(x)=145263048)
|
| 886 |
+
7360 train 3.859831 (lr=1.6158e-04) (hash(x)=144626817)
|
| 887 |
+
7370 train 4.053353 (lr=1.6072e-04) (hash(x)=168989813)
|
| 888 |
+
7380 train 4.033418 (lr=1.5986e-04) (hash(x)=144790656)
|
| 889 |
+
7390 train 3.841959 (lr=1.5901e-04) (hash(x)=141279761)
|
| 890 |
+
7400 val loss 4.0393
|
| 891 |
+
7400 val perplexity 56.7858
|
| 892 |
+
7400 train 3.972180 (lr=1.5816e-04) (hash(x)=148421717)
|
| 893 |
+
7410 train 3.969993 (lr=1.5732e-04) (hash(x)=141241548)
|
| 894 |
+
7420 train 4.040917 (lr=1.5649e-04) (hash(x)=162434228)
|
| 895 |
+
7430 train 3.989641 (lr=1.5566e-04) (hash(x)=156312086)
|
| 896 |
+
7440 train 3.946321 (lr=1.5484e-04) (hash(x)=139803064)
|
| 897 |
+
7450 train 3.652802 (lr=1.5402e-04) (hash(x)=156361394)
|
| 898 |
+
7460 train 3.956328 (lr=1.5321e-04) (hash(x)=141142183)
|
| 899 |
+
7470 train 3.783363 (lr=1.5241e-04) (hash(x)=156701683)
|
| 900 |
+
7480 train 3.960618 (lr=1.5161e-04) (hash(x)=148549917)
|
| 901 |
+
7490 train 3.836790 (lr=1.5081e-04) (hash(x)=143002119)
|
| 902 |
+
7500 val loss 4.0402
|
| 903 |
+
7500 val perplexity 56.8351
|
| 904 |
+
7500 train 3.846091 (lr=1.5002e-04) (hash(x)=146921118)
|
| 905 |
+
7510 train 3.853552 (lr=1.4924e-04) (hash(x)=148592146)
|
| 906 |
+
7520 train 4.002445 (lr=1.4847e-04) (hash(x)=148456120)
|
| 907 |
+
7530 train 4.152397 (lr=1.4769e-04) (hash(x)=163865945)
|
| 908 |
+
7540 train 4.051622 (lr=1.4693e-04) (hash(x)=160753039)
|
| 909 |
+
7550 train 4.053471 (lr=1.4617e-04) (hash(x)=150275989)
|
| 910 |
+
7560 train 4.084820 (lr=1.4542e-04) (hash(x)=141749735)
|
| 911 |
+
7570 train 4.047843 (lr=1.4467e-04) (hash(x)=148449999)
|
| 912 |
+
7580 train 3.932255 (lr=1.4393e-04) (hash(x)=139153889)
|
| 913 |
+
7590 train 4.040966 (lr=1.4319e-04) (hash(x)=147418540)
|
| 914 |
+
7600 val loss 4.0296
|
| 915 |
+
7600 val perplexity 56.2388
|
| 916 |
+
7600 train 4.065164 (lr=1.4246e-04) (hash(x)=150660048)
|
| 917 |
+
7610 train 4.045284 (lr=1.4174e-04) (hash(x)=155369080)
|
| 918 |
+
7620 train 3.942210 (lr=1.4102e-04) (hash(x)=151926309)
|
| 919 |
+
7630 train 4.025853 (lr=1.4031e-04) (hash(x)=149549080)
|
| 920 |
+
7640 train 3.911004 (lr=1.3960e-04) (hash(x)=140642882)
|
| 921 |
+
7650 train 4.193230 (lr=1.3890e-04) (hash(x)=140218502)
|
| 922 |
+
7660 train 4.028582 (lr=1.3821e-04) (hash(x)=153198276)
|
| 923 |
+
7670 train 3.886666 (lr=1.3752e-04) (hash(x)=150706960)
|
| 924 |
+
7680 train 4.033081 (lr=1.3684e-04) (hash(x)=152025509)
|
| 925 |
+
7690 train 3.818812 (lr=1.3616e-04) (hash(x)=147288976)
|
| 926 |
+
7700 val loss 4.0299
|
| 927 |
+
7700 val perplexity 56.2528
|
| 928 |
+
7700 train 3.926182 (lr=1.3549e-04) (hash(x)=148059852)
|
| 929 |
+
7710 train 3.744325 (lr=1.3483e-04) (hash(x)=158443334)
|
| 930 |
+
7720 train 3.854547 (lr=1.3417e-04) (hash(x)=143467085)
|
| 931 |
+
7730 train 3.807595 (lr=1.3352e-04) (hash(x)=138439550)
|
| 932 |
+
7740 train 3.944607 (lr=1.3287e-04) (hash(x)=145878152)
|
| 933 |
+
7750 train 3.791583 (lr=1.3223e-04) (hash(x)=136874128)
|
| 934 |
+
7760 train 3.821380 (lr=1.3160e-04) (hash(x)=148856154)
|
| 935 |
+
7770 train 3.846889 (lr=1.3097e-04) (hash(x)=146982119)
|
| 936 |
+
7780 train 3.945842 (lr=1.3035e-04) (hash(x)=159846779)
|
| 937 |
+
7790 train 3.628672 (lr=1.2974e-04) (hash(x)=141501838)
|
| 938 |
+
7800 val loss 4.0330
|
| 939 |
+
7800 val perplexity 56.4289
|
| 940 |
+
7800 train 3.761494 (lr=1.2913e-04) (hash(x)=148331002)
|
| 941 |
+
7810 train 4.069176 (lr=1.2852e-04) (hash(x)=150692304)
|
| 942 |
+
7820 train 3.936056 (lr=1.2793e-04) (hash(x)=156841183)
|
| 943 |
+
7830 train 3.982287 (lr=1.2733e-04) (hash(x)=139594008)
|
| 944 |
+
7840 train 3.911881 (lr=1.2675e-04) (hash(x)=149700138)
|
| 945 |
+
7850 train 3.937826 (lr=1.2617e-04) (hash(x)=149327044)
|
| 946 |
+
7860 train 4.105933 (lr=1.2560e-04) (hash(x)=148315418)
|
| 947 |
+
7870 train 4.047635 (lr=1.2503e-04) (hash(x)=153431778)
|
| 948 |
+
7880 train 3.890493 (lr=1.2447e-04) (hash(x)=145049799)
|
| 949 |
+
7890 train 4.015502 (lr=1.2392e-04) (hash(x)=150265096)
|
| 950 |
+
7900 val loss 4.0229
|
| 951 |
+
7900 val perplexity 55.8644
|
| 952 |
+
7900 train 3.848037 (lr=1.2337e-04) (hash(x)=164923883)
|
| 953 |
+
7910 train 3.901191 (lr=1.2283e-04) (hash(x)=139315738)
|
| 954 |
+
7920 train 3.960188 (lr=1.2229e-04) (hash(x)=153031394)
|
| 955 |
+
7930 train 3.744658 (lr=1.2176e-04) (hash(x)=148835859)
|
| 956 |
+
7940 train 3.872959 (lr=1.2124e-04) (hash(x)=146875217)
|
| 957 |
+
7950 train 3.954048 (lr=1.2072e-04) (hash(x)=151003885)
|
| 958 |
+
7960 train 3.865334 (lr=1.2021e-04) (hash(x)=141885471)
|
| 959 |
+
7970 train 4.062125 (lr=1.1970e-04) (hash(x)=150541583)
|
| 960 |
+
7980 train 3.766766 (lr=1.1921e-04) (hash(x)=138626492)
|
| 961 |
+
7990 train 3.954561 (lr=1.1871e-04) (hash(x)=149935635)
|
| 962 |
+
8000 val loss 4.0219
|
| 963 |
+
8000 val perplexity 55.8050
|
| 964 |
+
8000 train 3.923151 (lr=1.1823e-04) (hash(x)=143545384)
|
| 965 |
+
8010 train 3.782924 (lr=1.1775e-04) (hash(x)=144689366)
|
| 966 |
+
8020 train 3.952917 (lr=1.1728e-04) (hash(x)=151299532)
|
| 967 |
+
8030 train 3.899816 (lr=1.1681e-04) (hash(x)=131300239)
|
| 968 |
+
8040 train 3.798137 (lr=1.1635e-04) (hash(x)=146715955)
|
| 969 |
+
8050 train 3.722908 (lr=1.1589e-04) (hash(x)=135376656)
|
| 970 |
+
8060 train 3.807712 (lr=1.1544e-04) (hash(x)=141991433)
|
| 971 |
+
8070 train 3.757957 (lr=1.1500e-04) (hash(x)=140260574)
|
| 972 |
+
8080 train 3.734957 (lr=1.1457e-04) (hash(x)=151492896)
|
| 973 |
+
8090 train 3.940652 (lr=1.1414e-04) (hash(x)=143333635)
|
| 974 |
+
8100 val loss 4.0244
|
| 975 |
+
8100 val perplexity 55.9457
|
| 976 |
+
8100 train 3.820928 (lr=1.1371e-04) (hash(x)=160686959)
|
| 977 |
+
8110 train 3.818959 (lr=1.1330e-04) (hash(x)=141145704)
|
| 978 |
+
8120 train 4.059864 (lr=1.1289e-04) (hash(x)=146967795)
|
| 979 |
+
8130 train 3.886271 (lr=1.1248e-04) (hash(x)=147844486)
|
| 980 |
+
8140 train 3.940571 (lr=1.1209e-04) (hash(x)=141860136)
|
| 981 |
+
8150 train 4.073424 (lr=1.1169e-04) (hash(x)=147696006)
|
| 982 |
+
8160 train 3.975924 (lr=1.1131e-04) (hash(x)=151497110)
|
| 983 |
+
8170 train 3.984741 (lr=1.1093e-04) (hash(x)=140881859)
|
| 984 |
+
8180 train 3.928429 (lr=1.1056e-04) (hash(x)=158865574)
|
| 985 |
+
8190 train 3.884697 (lr=1.1019e-04) (hash(x)=161247161)
|
| 986 |
+
8200 val loss 4.0193
|
| 987 |
+
8200 val perplexity 55.6609
|
| 988 |
+
8200 train 3.851676 (lr=1.0983e-04) (hash(x)=156501889)
|
| 989 |
+
8210 train 3.974160 (lr=1.0948e-04) (hash(x)=158384162)
|
| 990 |
+
8220 train 4.017684 (lr=1.0913e-04) (hash(x)=154815062)
|
| 991 |
+
8230 train 3.895302 (lr=1.0879e-04) (hash(x)=145018315)
|
| 992 |
+
8240 train 3.929684 (lr=1.0846e-04) (hash(x)=161659129)
|
| 993 |
+
8250 train 3.902359 (lr=1.0813e-04) (hash(x)=139863367)
|
| 994 |
+
8260 train 3.857470 (lr=1.0781e-04) (hash(x)=149569663)
|
| 995 |
+
8270 train 3.612097 (lr=1.0750e-04) (hash(x)=162234378)
|
| 996 |
+
8280 train 3.996893 (lr=1.0719e-04) (hash(x)=144371378)
|
| 997 |
+
8290 train 3.896417 (lr=1.0689e-04) (hash(x)=148120258)
|
| 998 |
+
8300 val loss 4.0199
|
| 999 |
+
8300 val perplexity 55.6958
|
| 1000 |
+
8300 train 3.891152 (lr=1.0659e-04) (hash(x)=142716875)
|
| 1001 |
+
8310 train 3.912412 (lr=1.0630e-04) (hash(x)=166789234)
|
| 1002 |
+
8320 train 3.978505 (lr=1.0602e-04) (hash(x)=150613211)
|
| 1003 |
+
8330 train 3.856364 (lr=1.0574e-04) (hash(x)=139895391)
|
| 1004 |
+
8340 train 3.970069 (lr=1.0547e-04) (hash(x)=152011203)
|
| 1005 |
+
8350 train 3.924445 (lr=1.0521e-04) (hash(x)=156010875)
|
| 1006 |
+
8360 train 3.925253 (lr=1.0495e-04) (hash(x)=152988051)
|
| 1007 |
+
8370 train 4.098245 (lr=1.0470e-04) (hash(x)=155144327)
|
| 1008 |
+
8380 train 3.972328 (lr=1.0446e-04) (hash(x)=133642309)
|
| 1009 |
+
8390 train 4.023841 (lr=1.0422e-04) (hash(x)=149745335)
|
| 1010 |
+
8400 val loss 4.0115
|
| 1011 |
+
8400 val perplexity 55.2290
|
| 1012 |
+
8400 train 4.001040 (lr=1.0399e-04) (hash(x)=154436684)
|
| 1013 |
+
8410 train 4.052238 (lr=1.0377e-04) (hash(x)=147946630)
|
| 1014 |
+
8420 train 3.958612 (lr=1.0355e-04) (hash(x)=153947058)
|
| 1015 |
+
8430 train 4.046863 (lr=1.0334e-04) (hash(x)=159821040)
|
| 1016 |
+
8440 train 4.014922 (lr=1.0313e-04) (hash(x)=149127348)
|
| 1017 |
+
8450 train 4.021274 (lr=1.0293e-04) (hash(x)=149421871)
|
| 1018 |
+
8460 train 3.986947 (lr=1.0274e-04) (hash(x)=142621577)
|
| 1019 |
+
8470 train 3.981867 (lr=1.0256e-04) (hash(x)=148978213)
|
| 1020 |
+
8480 train 3.803187 (lr=1.0238e-04) (hash(x)=139959537)
|
| 1021 |
+
8490 train 3.899957 (lr=1.0220e-04) (hash(x)=144232498)
|
| 1022 |
+
8500 val loss 4.0109
|
| 1023 |
+
8500 val perplexity 55.1978
|
| 1024 |
+
8500 train 4.119369 (lr=1.0204e-04) (hash(x)=147965839)
|
| 1025 |
+
8510 train 3.992701 (lr=1.0188e-04) (hash(x)=147679836)
|
| 1026 |
+
8520 train 3.869359 (lr=1.0172e-04) (hash(x)=147486097)
|
| 1027 |
+
8530 train 4.007263 (lr=1.0158e-04) (hash(x)=151655265)
|
| 1028 |
+
8540 train 3.911099 (lr=1.0144e-04) (hash(x)=150866632)
|
| 1029 |
+
8550 train 4.055044 (lr=1.0130e-04) (hash(x)=144355059)
|
| 1030 |
+
8560 train 3.912959 (lr=1.0118e-04) (hash(x)=145518478)
|
| 1031 |
+
8570 train 4.066995 (lr=1.0106e-04) (hash(x)=178973323)
|
| 1032 |
+
8580 train 3.986718 (lr=1.0094e-04) (hash(x)=152773969)
|
| 1033 |
+
8590 train 3.779989 (lr=1.0083e-04) (hash(x)=141805508)
|
| 1034 |
+
8600 val loss 4.0144
|
| 1035 |
+
8600 val perplexity 55.3883
|
| 1036 |
+
8600 train 3.838955 (lr=1.0073e-04) (hash(x)=145228097)
|
| 1037 |
+
8610 train 3.854586 (lr=1.0064e-04) (hash(x)=149525694)
|
| 1038 |
+
8620 train 3.921444 (lr=1.0055e-04) (hash(x)=151651655)
|
| 1039 |
+
8630 train 4.039790 (lr=1.0047e-04) (hash(x)=144918643)
|
| 1040 |
+
8640 train 3.892104 (lr=1.0039e-04) (hash(x)=149721879)
|
| 1041 |
+
8650 train 3.965341 (lr=1.0033e-04) (hash(x)=157684127)
|
| 1042 |
+
8660 train 3.963883 (lr=1.0026e-04) (hash(x)=152426036)
|
| 1043 |
+
8670 train 3.883737 (lr=1.0021e-04) (hash(x)=141396342)
|
| 1044 |
+
8680 train 3.976582 (lr=1.0016e-04) (hash(x)=146459856)
|
| 1045 |
+
8690 train 4.060663 (lr=1.0012e-04) (hash(x)=151766124)
|
| 1046 |
+
8700 val loss 4.0055
|
| 1047 |
+
8700 val perplexity 54.9009
|
| 1048 |
+
8700 train 4.218400 (lr=1.0008e-04) (hash(x)=152910357)
|
| 1049 |
+
8710 train 4.006836 (lr=1.0005e-04) (hash(x)=149724642)
|
| 1050 |
+
8720 train 3.940507 (lr=1.0003e-04) (hash(x)=152483840)
|
| 1051 |
+
8730 train 3.922172 (lr=1.0001e-04) (hash(x)=147289415)
|
| 1052 |
+
8740 train 3.951164 (lr=1.0000e-04) (hash(x)=152254131)
|
| 1053 |
+
8749 val loss 4.0051
|
| 1054 |
+
8749 val perplexity 54.8784
|
lr10e-4_total_batch_size61440_baseline_seed1338/model_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a855e98537e4c4ca3ac969d3f541fe65e3b19a163c51bcecb939a520577fece2
|
| 3 |
+
size 92843394
|
lr10e-4_total_batch_size61440_baseline_seed1338/optimizer_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:19bbbec1821b1ab7efb85522deb9cac5780d8e8de9d8d89b2b25f70ec1a41466
|
| 3 |
+
size 179406214
|