Upload folder using huggingface_hub
Browse files- lr1e-4_total_batch_size10240_seq_len64/args.json +1 -0
- lr1e-4_total_batch_size10240_seq_len64/dataloader_00999.pt +3 -0
- lr1e-4_total_batch_size10240_seq_len64/log2.txt +1043 -0
- lr1e-4_total_batch_size10240_seq_len64/model_00999.pt +3 -0
- lr1e-4_total_batch_size10240_seq_len64/optimizer_00999.pt +3 -0
lr1e-4_total_batch_size10240_seq_len64/args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"hellaswag": true, "attention_kind": "selective", "log_dir": "proxy_model_sweep/lr1e-4_total_batch_size10240_seq_len64", "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": 64, "batch_size": null, "total_batch_size": 10240, "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": 0.0001, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "n_embd": 128}
|
lr1e-4_total_batch_size10240_seq_len64/dataloader_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3b9fd0bfa27ab267155e5ae2bb7e7ccf3640df9cfec6890472ce93f6d886a52e
|
| 3 |
+
size 964
|
lr1e-4_total_batch_size10240_seq_len64/log2.txt
ADDED
|
@@ -0,0 +1,1043 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
max_steps: 1000
|
| 2 |
+
0 val loss 11.7175
|
| 3 |
+
0 val perplexity 122699.7891
|
| 4 |
+
0 train 11.732882 (lr=3.4965e-07) (hash(x)=2985804)
|
| 5 |
+
1 train 11.791316 (lr=6.9930e-07) (hash(x)=3135520)
|
| 6 |
+
2 train 11.766814 (lr=1.0490e-06) (hash(x)=3699147)
|
| 7 |
+
3 train 11.738402 (lr=1.3986e-06) (hash(x)=3276965)
|
| 8 |
+
4 train 11.721532 (lr=1.7483e-06) (hash(x)=2444616)
|
| 9 |
+
5 train 11.722276 (lr=2.0979e-06) (hash(x)=3181634)
|
| 10 |
+
6 train 11.707911 (lr=2.4476e-06) (hash(x)=3550163)
|
| 11 |
+
7 train 11.694474 (lr=2.7972e-06) (hash(x)=2891006)
|
| 12 |
+
8 train 11.682332 (lr=3.1469e-06) (hash(x)=3381491)
|
| 13 |
+
9 train 11.662008 (lr=3.4965e-06) (hash(x)=3846008)
|
| 14 |
+
10 train 11.682211 (lr=3.8462e-06) (hash(x)=3596625)
|
| 15 |
+
11 train 11.674217 (lr=4.1958e-06) (hash(x)=2536675)
|
| 16 |
+
12 train 11.658042 (lr=4.5455e-06) (hash(x)=4321027)
|
| 17 |
+
13 train 11.612878 (lr=4.8951e-06) (hash(x)=2461698)
|
| 18 |
+
14 train 11.584406 (lr=5.2448e-06) (hash(x)=3818493)
|
| 19 |
+
15 train 11.560591 (lr=5.5944e-06) (hash(x)=2954056)
|
| 20 |
+
16 train 11.565057 (lr=5.9441e-06) (hash(x)=3663107)
|
| 21 |
+
17 train 11.535749 (lr=6.2937e-06) (hash(x)=2876503)
|
| 22 |
+
18 train 11.536292 (lr=6.6434e-06) (hash(x)=3158454)
|
| 23 |
+
19 train 11.480976 (lr=6.9930e-06) (hash(x)=2652726)
|
| 24 |
+
20 train 11.454184 (lr=7.3427e-06) (hash(x)=2766194)
|
| 25 |
+
21 train 11.443119 (lr=7.6923e-06) (hash(x)=3865564)
|
| 26 |
+
22 train 11.401747 (lr=8.0420e-06) (hash(x)=3535906)
|
| 27 |
+
23 train 11.398273 (lr=8.3916e-06) (hash(x)=3142323)
|
| 28 |
+
24 train 11.355415 (lr=8.7413e-06) (hash(x)=2747058)
|
| 29 |
+
25 train 11.362532 (lr=9.0909e-06) (hash(x)=3057360)
|
| 30 |
+
26 train 11.271920 (lr=9.4406e-06) (hash(x)=2669357)
|
| 31 |
+
27 train 11.229914 (lr=9.7902e-06) (hash(x)=3004989)
|
| 32 |
+
28 train 11.224152 (lr=1.0140e-05) (hash(x)=2440498)
|
| 33 |
+
29 train 11.254957 (lr=1.0490e-05) (hash(x)=2323423)
|
| 34 |
+
30 train 11.174854 (lr=1.0839e-05) (hash(x)=3100868)
|
| 35 |
+
31 train 11.089357 (lr=1.1189e-05) (hash(x)=3207764)
|
| 36 |
+
32 train 11.025432 (lr=1.1538e-05) (hash(x)=3271229)
|
| 37 |
+
33 train 11.066368 (lr=1.1888e-05) (hash(x)=3149634)
|
| 38 |
+
34 train 10.952493 (lr=1.2238e-05) (hash(x)=3774750)
|
| 39 |
+
35 train 10.984518 (lr=1.2587e-05) (hash(x)=4140327)
|
| 40 |
+
36 train 10.897328 (lr=1.2937e-05) (hash(x)=3438929)
|
| 41 |
+
37 train 10.912499 (lr=1.3287e-05) (hash(x)=3390476)
|
| 42 |
+
38 train 10.812688 (lr=1.3636e-05) (hash(x)=3939431)
|
| 43 |
+
39 train 10.823194 (lr=1.3986e-05) (hash(x)=3100847)
|
| 44 |
+
40 train 10.795654 (lr=1.4336e-05) (hash(x)=2942266)
|
| 45 |
+
41 train 10.661864 (lr=1.4685e-05) (hash(x)=3618428)
|
| 46 |
+
42 train 10.717417 (lr=1.5035e-05) (hash(x)=3598964)
|
| 47 |
+
43 train 10.681093 (lr=1.5385e-05) (hash(x)=4449654)
|
| 48 |
+
44 train 10.685473 (lr=1.5734e-05) (hash(x)=2906105)
|
| 49 |
+
45 train 10.500842 (lr=1.6084e-05) (hash(x)=3339267)
|
| 50 |
+
46 train 10.543131 (lr=1.6434e-05) (hash(x)=3382988)
|
| 51 |
+
47 train 10.667154 (lr=1.6783e-05) (hash(x)=2858681)
|
| 52 |
+
48 train 10.720074 (lr=1.7133e-05) (hash(x)=2894041)
|
| 53 |
+
49 train 10.502328 (lr=1.7483e-05) (hash(x)=2218193)
|
| 54 |
+
50 val loss 10.5592
|
| 55 |
+
50 val perplexity 38528.6133
|
| 56 |
+
50 train 10.567578 (lr=1.7832e-05) (hash(x)=2522274)
|
| 57 |
+
51 train 10.515223 (lr=1.8182e-05) (hash(x)=3195898)
|
| 58 |
+
52 train 10.522652 (lr=1.8531e-05) (hash(x)=2899839)
|
| 59 |
+
53 train 10.339123 (lr=1.8881e-05) (hash(x)=2500264)
|
| 60 |
+
54 train 10.422790 (lr=1.9231e-05) (hash(x)=3668948)
|
| 61 |
+
55 train 10.693527 (lr=1.9580e-05) (hash(x)=3236150)
|
| 62 |
+
56 train 10.424587 (lr=1.9930e-05) (hash(x)=3586288)
|
| 63 |
+
57 train 10.476999 (lr=2.0280e-05) (hash(x)=3337040)
|
| 64 |
+
58 train 10.469962 (lr=2.0629e-05) (hash(x)=4003369)
|
| 65 |
+
59 train 10.438686 (lr=2.0979e-05) (hash(x)=3408369)
|
| 66 |
+
60 train 10.366010 (lr=2.1329e-05) (hash(x)=3559111)
|
| 67 |
+
61 train 10.345132 (lr=2.1678e-05) (hash(x)=2787317)
|
| 68 |
+
62 train 10.265954 (lr=2.2028e-05) (hash(x)=2957029)
|
| 69 |
+
63 train 10.336536 (lr=2.2378e-05) (hash(x)=3012068)
|
| 70 |
+
64 train 10.367845 (lr=2.2727e-05) (hash(x)=2792231)
|
| 71 |
+
65 train 10.396463 (lr=2.3077e-05) (hash(x)=2240543)
|
| 72 |
+
66 train 10.440831 (lr=2.3427e-05) (hash(x)=2586857)
|
| 73 |
+
67 train 10.153658 (lr=2.3776e-05) (hash(x)=3491889)
|
| 74 |
+
68 train 10.400967 (lr=2.4126e-05) (hash(x)=3727327)
|
| 75 |
+
69 train 10.157139 (lr=2.4476e-05) (hash(x)=2958365)
|
| 76 |
+
70 train 10.412663 (lr=2.4825e-05) (hash(x)=3563076)
|
| 77 |
+
71 train 10.382961 (lr=2.5175e-05) (hash(x)=3437709)
|
| 78 |
+
72 train 10.324716 (lr=2.5524e-05) (hash(x)=2979567)
|
| 79 |
+
73 train 10.366711 (lr=2.5874e-05) (hash(x)=4237046)
|
| 80 |
+
74 train 10.273025 (lr=2.6224e-05) (hash(x)=1995144)
|
| 81 |
+
75 train 10.487105 (lr=2.6573e-05) (hash(x)=5321047)
|
| 82 |
+
76 train 10.325771 (lr=2.6923e-05) (hash(x)=3052730)
|
| 83 |
+
77 train 10.252114 (lr=2.7273e-05) (hash(x)=3651404)
|
| 84 |
+
78 train 10.226456 (lr=2.7622e-05) (hash(x)=3313001)
|
| 85 |
+
79 train 10.243535 (lr=2.7972e-05) (hash(x)=3049379)
|
| 86 |
+
80 train 10.075786 (lr=2.8322e-05) (hash(x)=2677265)
|
| 87 |
+
81 train 10.177273 (lr=2.8671e-05) (hash(x)=2128348)
|
| 88 |
+
82 train 10.207405 (lr=2.9021e-05) (hash(x)=4105439)
|
| 89 |
+
83 train 10.089272 (lr=2.9371e-05) (hash(x)=3806489)
|
| 90 |
+
84 train 10.028945 (lr=2.9720e-05) (hash(x)=2852625)
|
| 91 |
+
85 train 10.061119 (lr=3.0070e-05) (hash(x)=3201546)
|
| 92 |
+
86 train 10.108907 (lr=3.0420e-05) (hash(x)=3790597)
|
| 93 |
+
87 train 10.095228 (lr=3.0769e-05) (hash(x)=3147508)
|
| 94 |
+
88 train 10.112831 (lr=3.1119e-05) (hash(x)=3211389)
|
| 95 |
+
89 train 9.958860 (lr=3.1469e-05) (hash(x)=2925153)
|
| 96 |
+
90 train 9.963380 (lr=3.1818e-05) (hash(x)=2975211)
|
| 97 |
+
91 train 10.029872 (lr=3.2168e-05) (hash(x)=4028685)
|
| 98 |
+
92 train 9.961303 (lr=3.2517e-05) (hash(x)=3054572)
|
| 99 |
+
93 train 10.027830 (lr=3.2867e-05) (hash(x)=3855998)
|
| 100 |
+
94 train 9.902808 (lr=3.3217e-05) (hash(x)=2582342)
|
| 101 |
+
95 train 9.966445 (lr=3.3566e-05) (hash(x)=3185893)
|
| 102 |
+
96 train 10.002604 (lr=3.3916e-05) (hash(x)=3561988)
|
| 103 |
+
97 train 10.065540 (lr=3.4266e-05) (hash(x)=3177996)
|
| 104 |
+
98 train 10.107407 (lr=3.4615e-05) (hash(x)=3672699)
|
| 105 |
+
99 train 10.113381 (lr=3.4965e-05) (hash(x)=3683623)
|
| 106 |
+
100 val loss 9.9870
|
| 107 |
+
100 val perplexity 21741.7773
|
| 108 |
+
100 train 10.059031 (lr=3.5315e-05) (hash(x)=3133274)
|
| 109 |
+
101 train 9.801871 (lr=3.5664e-05) (hash(x)=4336041)
|
| 110 |
+
102 train 9.923193 (lr=3.6014e-05) (hash(x)=4242233)
|
| 111 |
+
103 train 10.007318 (lr=3.6364e-05) (hash(x)=2323202)
|
| 112 |
+
104 train 9.880161 (lr=3.6713e-05) (hash(x)=3169273)
|
| 113 |
+
105 train 9.820302 (lr=3.7063e-05) (hash(x)=2378162)
|
| 114 |
+
106 train 9.819331 (lr=3.7413e-05) (hash(x)=2580783)
|
| 115 |
+
107 train 9.865105 (lr=3.7762e-05) (hash(x)=2761628)
|
| 116 |
+
108 train 9.940001 (lr=3.8112e-05) (hash(x)=2641942)
|
| 117 |
+
109 train 9.848963 (lr=3.8462e-05) (hash(x)=3761105)
|
| 118 |
+
110 train 9.873786 (lr=3.8811e-05) (hash(x)=2658396)
|
| 119 |
+
111 train 9.910437 (lr=3.9161e-05) (hash(x)=3434176)
|
| 120 |
+
112 train 9.599015 (lr=3.9510e-05) (hash(x)=2646319)
|
| 121 |
+
113 train 9.849051 (lr=3.9860e-05) (hash(x)=2757880)
|
| 122 |
+
114 train 9.633743 (lr=4.0210e-05) (hash(x)=3401657)
|
| 123 |
+
115 train 9.750137 (lr=4.0559e-05) (hash(x)=2554842)
|
| 124 |
+
116 train 9.524903 (lr=4.0909e-05) (hash(x)=2392937)
|
| 125 |
+
117 train 9.487617 (lr=4.1259e-05) (hash(x)=2568457)
|
| 126 |
+
118 train 9.681759 (lr=4.1608e-05) (hash(x)=3599849)
|
| 127 |
+
119 train 9.573322 (lr=4.1958e-05) (hash(x)=3411163)
|
| 128 |
+
120 train 9.629271 (lr=4.2308e-05) (hash(x)=3233934)
|
| 129 |
+
121 train 9.633773 (lr=4.2657e-05) (hash(x)=3663117)
|
| 130 |
+
122 train 9.607313 (lr=4.3007e-05) (hash(x)=3400210)
|
| 131 |
+
123 train 9.526174 (lr=4.3357e-05) (hash(x)=3803878)
|
| 132 |
+
124 train 9.625339 (lr=4.3706e-05) (hash(x)=3784195)
|
| 133 |
+
125 train 9.515150 (lr=4.4056e-05) (hash(x)=2647947)
|
| 134 |
+
126 train 9.402566 (lr=4.4406e-05) (hash(x)=2832090)
|
| 135 |
+
127 train 9.444894 (lr=4.4755e-05) (hash(x)=3427494)
|
| 136 |
+
128 train 9.553656 (lr=4.5105e-05) (hash(x)=3833844)
|
| 137 |
+
129 train 9.528149 (lr=4.5455e-05) (hash(x)=2930772)
|
| 138 |
+
130 train 9.547407 (lr=4.5804e-05) (hash(x)=3970232)
|
| 139 |
+
131 train 9.480282 (lr=4.6154e-05) (hash(x)=2811588)
|
| 140 |
+
132 train 9.266448 (lr=4.6503e-05) (hash(x)=2993366)
|
| 141 |
+
133 train 9.323966 (lr=4.6853e-05) (hash(x)=4308511)
|
| 142 |
+
134 train 9.293565 (lr=4.7203e-05) (hash(x)=3864907)
|
| 143 |
+
135 train 8.981662 (lr=4.7552e-05) (hash(x)=3222913)
|
| 144 |
+
136 train 9.275683 (lr=4.7902e-05) (hash(x)=2537083)
|
| 145 |
+
137 train 9.459193 (lr=4.8252e-05) (hash(x)=2888911)
|
| 146 |
+
138 train 9.446100 (lr=4.8601e-05) (hash(x)=4193793)
|
| 147 |
+
139 train 9.321510 (lr=4.8951e-05) (hash(x)=3510963)
|
| 148 |
+
140 train 9.244029 (lr=4.9301e-05) (hash(x)=3664282)
|
| 149 |
+
141 train 9.221552 (lr=4.9650e-05) (hash(x)=3639400)
|
| 150 |
+
142 train 9.348597 (lr=5.0000e-05) (hash(x)=3486873)
|
| 151 |
+
143 train 9.188105 (lr=5.0350e-05) (hash(x)=3226934)
|
| 152 |
+
144 train 9.193623 (lr=5.0699e-05) (hash(x)=3799900)
|
| 153 |
+
145 train 9.123635 (lr=5.1049e-05) (hash(x)=2881290)
|
| 154 |
+
146 train 9.154635 (lr=5.1399e-05) (hash(x)=3382829)
|
| 155 |
+
147 train 9.087515 (lr=5.1748e-05) (hash(x)=2870627)
|
| 156 |
+
148 train 9.106842 (lr=5.2098e-05) (hash(x)=2383672)
|
| 157 |
+
149 train 9.045465 (lr=5.2448e-05) (hash(x)=3237167)
|
| 158 |
+
150 val loss 9.1160
|
| 159 |
+
150 val perplexity 9099.4277
|
| 160 |
+
150 train 9.583298 (lr=5.2797e-05) (hash(x)=3865053)
|
| 161 |
+
151 train 9.114018 (lr=5.3147e-05) (hash(x)=3526556)
|
| 162 |
+
152 train 9.080541 (lr=5.3497e-05) (hash(x)=3179225)
|
| 163 |
+
153 train 9.165656 (lr=5.3846e-05) (hash(x)=3497999)
|
| 164 |
+
154 train 9.098701 (lr=5.4196e-05) (hash(x)=3878435)
|
| 165 |
+
155 train 9.146305 (lr=5.4545e-05) (hash(x)=3153837)
|
| 166 |
+
156 train 9.056788 (lr=5.4895e-05) (hash(x)=3931422)
|
| 167 |
+
157 train 8.840894 (lr=5.5245e-05) (hash(x)=2952505)
|
| 168 |
+
158 train 8.969137 (lr=5.5594e-05) (hash(x)=2470884)
|
| 169 |
+
159 train 8.825792 (lr=5.5944e-05) (hash(x)=2653794)
|
| 170 |
+
160 train 8.773242 (lr=5.6294e-05) (hash(x)=3078133)
|
| 171 |
+
161 train 8.743739 (lr=5.6643e-05) (hash(x)=3245055)
|
| 172 |
+
162 train 8.713365 (lr=5.6993e-05) (hash(x)=2503882)
|
| 173 |
+
163 train 8.793697 (lr=5.7343e-05) (hash(x)=2624914)
|
| 174 |
+
164 train 8.791755 (lr=5.7692e-05) (hash(x)=2603463)
|
| 175 |
+
165 train 8.674078 (lr=5.8042e-05) (hash(x)=2647960)
|
| 176 |
+
166 train 8.881968 (lr=5.8392e-05) (hash(x)=2179553)
|
| 177 |
+
167 train 8.785327 (lr=5.8741e-05) (hash(x)=3110930)
|
| 178 |
+
168 train 8.749220 (lr=5.9091e-05) (hash(x)=2783946)
|
| 179 |
+
169 train 8.610692 (lr=5.9441e-05) (hash(x)=2597532)
|
| 180 |
+
170 train 8.743508 (lr=5.9790e-05) (hash(x)=2952253)
|
| 181 |
+
171 train 8.746920 (lr=6.0140e-05) (hash(x)=3297008)
|
| 182 |
+
172 train 8.696741 (lr=6.0490e-05) (hash(x)=3770315)
|
| 183 |
+
173 train 8.649079 (lr=6.0839e-05) (hash(x)=2894320)
|
| 184 |
+
174 train 8.582594 (lr=6.1189e-05) (hash(x)=3630469)
|
| 185 |
+
175 train 8.660129 (lr=6.1538e-05) (hash(x)=3316544)
|
| 186 |
+
176 train 8.587421 (lr=6.1888e-05) (hash(x)=3971998)
|
| 187 |
+
177 train 8.525420 (lr=6.2238e-05) (hash(x)=3344675)
|
| 188 |
+
178 train 8.609815 (lr=6.2587e-05) (hash(x)=2829724)
|
| 189 |
+
179 train 8.539787 (lr=6.2937e-05) (hash(x)=4077726)
|
| 190 |
+
180 train 8.446449 (lr=6.3287e-05) (hash(x)=2781854)
|
| 191 |
+
181 train 8.351162 (lr=6.3636e-05) (hash(x)=2932335)
|
| 192 |
+
182 train 8.568048 (lr=6.3986e-05) (hash(x)=3187135)
|
| 193 |
+
183 train 8.545881 (lr=6.4336e-05) (hash(x)=3174796)
|
| 194 |
+
184 train 8.450216 (lr=6.4685e-05) (hash(x)=2950140)
|
| 195 |
+
185 train 8.519510 (lr=6.5035e-05) (hash(x)=3278917)
|
| 196 |
+
186 train 8.326756 (lr=6.5385e-05) (hash(x)=2947042)
|
| 197 |
+
187 train 8.511607 (lr=6.5734e-05) (hash(x)=2993037)
|
| 198 |
+
188 train 8.530926 (lr=6.6084e-05) (hash(x)=3886190)
|
| 199 |
+
189 train 8.374459 (lr=6.6434e-05) (hash(x)=3607426)
|
| 200 |
+
190 train 8.402632 (lr=6.6783e-05) (hash(x)=2721474)
|
| 201 |
+
191 train 8.366653 (lr=6.7133e-05) (hash(x)=2742929)
|
| 202 |
+
192 train 8.428906 (lr=6.7483e-05) (hash(x)=2938987)
|
| 203 |
+
193 train 8.352521 (lr=6.7832e-05) (hash(x)=1784952)
|
| 204 |
+
194 train 8.086535 (lr=6.8182e-05) (hash(x)=2489404)
|
| 205 |
+
195 train 8.090198 (lr=6.8531e-05) (hash(x)=3291574)
|
| 206 |
+
196 train 8.193933 (lr=6.8881e-05) (hash(x)=2924499)
|
| 207 |
+
197 train 8.134123 (lr=6.9231e-05) (hash(x)=3419749)
|
| 208 |
+
198 train 8.199916 (lr=6.9580e-05) (hash(x)=3299358)
|
| 209 |
+
199 train 8.352238 (lr=6.9930e-05) (hash(x)=3755178)
|
| 210 |
+
200 val loss 8.2804
|
| 211 |
+
200 val perplexity 3945.8938
|
| 212 |
+
200 train 8.230078 (lr=7.0280e-05) (hash(x)=3934113)
|
| 213 |
+
201 train 8.468972 (lr=7.0629e-05) (hash(x)=3990344)
|
| 214 |
+
202 train 8.181870 (lr=7.0979e-05) (hash(x)=2709366)
|
| 215 |
+
203 train 8.233955 (lr=7.1329e-05) (hash(x)=3632553)
|
| 216 |
+
204 train 8.381918 (lr=7.1678e-05) (hash(x)=3057647)
|
| 217 |
+
205 train 8.054997 (lr=7.2028e-05) (hash(x)=3542024)
|
| 218 |
+
206 train 8.161668 (lr=7.2378e-05) (hash(x)=2707461)
|
| 219 |
+
207 train 8.232626 (lr=7.2727e-05) (hash(x)=3532987)
|
| 220 |
+
208 train 8.193607 (lr=7.3077e-05) (hash(x)=3581161)
|
| 221 |
+
209 train 8.097413 (lr=7.3427e-05) (hash(x)=3455941)
|
| 222 |
+
210 train 8.195847 (lr=7.3776e-05) (hash(x)=3528629)
|
| 223 |
+
211 train 8.086587 (lr=7.4126e-05) (hash(x)=2465412)
|
| 224 |
+
212 train 8.029860 (lr=7.4476e-05) (hash(x)=3705855)
|
| 225 |
+
213 train 8.006989 (lr=7.4825e-05) (hash(x)=3188390)
|
| 226 |
+
214 train 8.014701 (lr=7.5175e-05) (hash(x)=2691682)
|
| 227 |
+
215 train 8.074903 (lr=7.5524e-05) (hash(x)=3870848)
|
| 228 |
+
216 train 7.973989 (lr=7.5874e-05) (hash(x)=2645411)
|
| 229 |
+
217 train 8.021168 (lr=7.6224e-05) (hash(x)=3363163)
|
| 230 |
+
218 train 8.064886 (lr=7.6573e-05) (hash(x)=3091084)
|
| 231 |
+
219 train 8.068585 (lr=7.6923e-05) (hash(x)=3559093)
|
| 232 |
+
220 train 8.034380 (lr=7.7273e-05) (hash(x)=3306636)
|
| 233 |
+
221 train 8.081930 (lr=7.7622e-05) (hash(x)=3118177)
|
| 234 |
+
222 train 7.946490 (lr=7.7972e-05) (hash(x)=3433982)
|
| 235 |
+
223 train 7.998009 (lr=7.8322e-05) (hash(x)=2479541)
|
| 236 |
+
224 train 7.878780 (lr=7.8671e-05) (hash(x)=3024717)
|
| 237 |
+
225 train 7.901913 (lr=7.9021e-05) (hash(x)=2680322)
|
| 238 |
+
226 train 7.794431 (lr=7.9371e-05) (hash(x)=3283493)
|
| 239 |
+
227 train 7.841173 (lr=7.9720e-05) (hash(x)=4527404)
|
| 240 |
+
228 train 8.243922 (lr=8.0070e-05) (hash(x)=3612631)
|
| 241 |
+
229 train 8.052505 (lr=8.0420e-05) (hash(x)=4038857)
|
| 242 |
+
230 train 7.953003 (lr=8.0769e-05) (hash(x)=4298752)
|
| 243 |
+
231 train 7.922385 (lr=8.1119e-05) (hash(x)=3236940)
|
| 244 |
+
232 train 7.864476 (lr=8.1469e-05) (hash(x)=3064872)
|
| 245 |
+
233 train 8.051711 (lr=8.1818e-05) (hash(x)=3040813)
|
| 246 |
+
234 train 8.139004 (lr=8.2168e-05) (hash(x)=3451533)
|
| 247 |
+
235 train 7.862817 (lr=8.2517e-05) (hash(x)=2946468)
|
| 248 |
+
236 train 7.744316 (lr=8.2867e-05) (hash(x)=3418499)
|
| 249 |
+
237 train 8.016415 (lr=8.3217e-05) (hash(x)=3500766)
|
| 250 |
+
238 train 7.773504 (lr=8.3566e-05) (hash(x)=2657291)
|
| 251 |
+
239 train 7.892015 (lr=8.3916e-05) (hash(x)=3628445)
|
| 252 |
+
240 train 7.997382 (lr=8.4266e-05) (hash(x)=3673023)
|
| 253 |
+
241 train 7.894599 (lr=8.4615e-05) (hash(x)=4575840)
|
| 254 |
+
242 train 7.867034 (lr=8.4965e-05) (hash(x)=2093331)
|
| 255 |
+
243 train 7.410897 (lr=8.5315e-05) (hash(x)=2372381)
|
| 256 |
+
244 train 7.834157 (lr=8.5664e-05) (hash(x)=2805788)
|
| 257 |
+
245 train 7.878745 (lr=8.6014e-05) (hash(x)=3463844)
|
| 258 |
+
246 train 7.949064 (lr=8.6364e-05) (hash(x)=2618019)
|
| 259 |
+
247 train 7.886242 (lr=8.6713e-05) (hash(x)=4708728)
|
| 260 |
+
248 train 7.840573 (lr=8.7063e-05) (hash(x)=3193265)
|
| 261 |
+
249 train 7.849874 (lr=8.7413e-05) (hash(x)=2766207)
|
| 262 |
+
250 val loss 7.8483
|
| 263 |
+
250 val perplexity 2561.3799
|
| 264 |
+
250 train 7.841137 (lr=8.7762e-05) (hash(x)=2330970)
|
| 265 |
+
251 train 7.808842 (lr=8.8112e-05) (hash(x)=2766434)
|
| 266 |
+
252 train 7.922590 (lr=8.8462e-05) (hash(x)=2620477)
|
| 267 |
+
253 train 7.247947 (lr=8.8811e-05) (hash(x)=1459901)
|
| 268 |
+
254 train 7.685851 (lr=8.9161e-05) (hash(x)=3364474)
|
| 269 |
+
255 train 7.746861 (lr=8.9510e-05) (hash(x)=3437140)
|
| 270 |
+
256 train 7.887396 (lr=8.9860e-05) (hash(x)=4050994)
|
| 271 |
+
257 train 7.504844 (lr=9.0210e-05) (hash(x)=2473336)
|
| 272 |
+
258 train 7.834835 (lr=9.0559e-05) (hash(x)=2726907)
|
| 273 |
+
259 train 7.945038 (lr=9.0909e-05) (hash(x)=3191889)
|
| 274 |
+
260 train 7.913040 (lr=9.1259e-05) (hash(x)=2981356)
|
| 275 |
+
261 train 7.896052 (lr=9.1608e-05) (hash(x)=2971592)
|
| 276 |
+
262 train 7.736009 (lr=9.1958e-05) (hash(x)=3369519)
|
| 277 |
+
263 train 7.863128 (lr=9.2308e-05) (hash(x)=3072949)
|
| 278 |
+
264 train 7.767752 (lr=9.2657e-05) (hash(x)=3197904)
|
| 279 |
+
265 train 7.893198 (lr=9.3007e-05) (hash(x)=3895149)
|
| 280 |
+
266 train 7.881532 (lr=9.3357e-05) (hash(x)=3200202)
|
| 281 |
+
267 train 7.826669 (lr=9.3706e-05) (hash(x)=2959066)
|
| 282 |
+
268 train 7.676776 (lr=9.4056e-05) (hash(x)=2978755)
|
| 283 |
+
269 train 7.838346 (lr=9.4406e-05) (hash(x)=3207361)
|
| 284 |
+
270 train 7.742742 (lr=9.4755e-05) (hash(x)=2797327)
|
| 285 |
+
271 train 7.770163 (lr=9.5105e-05) (hash(x)=3047968)
|
| 286 |
+
272 train 7.767956 (lr=9.5455e-05) (hash(x)=2957193)
|
| 287 |
+
273 train 7.719382 (lr=9.5804e-05) (hash(x)=2709892)
|
| 288 |
+
274 train 7.679385 (lr=9.6154e-05) (hash(x)=4039987)
|
| 289 |
+
275 train 7.733166 (lr=9.6503e-05) (hash(x)=2674322)
|
| 290 |
+
276 train 7.713228 (lr=9.6853e-05) (hash(x)=3045172)
|
| 291 |
+
277 train 7.664714 (lr=9.7203e-05) (hash(x)=2614055)
|
| 292 |
+
278 train 7.786970 (lr=9.7552e-05) (hash(x)=4519396)
|
| 293 |
+
279 train 7.893984 (lr=9.7902e-05) (hash(x)=2678501)
|
| 294 |
+
280 train 7.704391 (lr=9.8252e-05) (hash(x)=3544564)
|
| 295 |
+
281 train 7.978375 (lr=9.8601e-05) (hash(x)=2047883)
|
| 296 |
+
282 train 7.837559 (lr=9.8951e-05) (hash(x)=2873219)
|
| 297 |
+
283 train 7.846097 (lr=9.9301e-05) (hash(x)=2972085)
|
| 298 |
+
284 train 7.718194 (lr=9.9650e-05) (hash(x)=4015293)
|
| 299 |
+
285 train 7.840848 (lr=1.0000e-04) (hash(x)=3015019)
|
| 300 |
+
286 train 7.664289 (lr=1.0000e-04) (hash(x)=3332166)
|
| 301 |
+
287 train 7.614014 (lr=1.0000e-04) (hash(x)=2127731)
|
| 302 |
+
288 train 7.633722 (lr=9.9998e-05) (hash(x)=3279094)
|
| 303 |
+
289 train 7.845350 (lr=9.9996e-05) (hash(x)=2686206)
|
| 304 |
+
290 train 7.758513 (lr=9.9993e-05) (hash(x)=2691923)
|
| 305 |
+
291 train 7.378424 (lr=9.9989e-05) (hash(x)=2230443)
|
| 306 |
+
292 train 7.665035 (lr=9.9984e-05) (hash(x)=3297222)
|
| 307 |
+
293 train 7.632549 (lr=9.9979e-05) (hash(x)=2258539)
|
| 308 |
+
294 train 8.158305 (lr=9.9972e-05) (hash(x)=4227667)
|
| 309 |
+
295 train 8.228515 (lr=9.9965e-05) (hash(x)=3023900)
|
| 310 |
+
296 train 7.855277 (lr=9.9956e-05) (hash(x)=3212440)
|
| 311 |
+
297 train 8.146846 (lr=9.9947e-05) (hash(x)=3910339)
|
| 312 |
+
298 train 7.862920 (lr=9.9937e-05) (hash(x)=2681147)
|
| 313 |
+
299 train 7.772367 (lr=9.9926e-05) (hash(x)=3077483)
|
| 314 |
+
300 val loss 7.7372
|
| 315 |
+
300 val perplexity 2292.1555
|
| 316 |
+
300 train 7.716761 (lr=9.9915e-05) (hash(x)=2435623)
|
| 317 |
+
301 train 7.798538 (lr=9.9902e-05) (hash(x)=3668040)
|
| 318 |
+
302 train 7.880817 (lr=9.9889e-05) (hash(x)=3884772)
|
| 319 |
+
303 train 7.783578 (lr=9.9874e-05) (hash(x)=2480588)
|
| 320 |
+
304 train 7.852970 (lr=9.9859e-05) (hash(x)=2858176)
|
| 321 |
+
305 train 7.821873 (lr=9.9843e-05) (hash(x)=4355904)
|
| 322 |
+
306 train 7.943045 (lr=9.9826e-05) (hash(x)=3226998)
|
| 323 |
+
307 train 7.850823 (lr=9.9808e-05) (hash(x)=2508700)
|
| 324 |
+
308 train 7.801064 (lr=9.9789e-05) (hash(x)=3845366)
|
| 325 |
+
309 train 7.668670 (lr=9.9770e-05) (hash(x)=3142447)
|
| 326 |
+
310 train 7.545741 (lr=9.9749e-05) (hash(x)=2998061)
|
| 327 |
+
311 train 7.718345 (lr=9.9728e-05) (hash(x)=3500594)
|
| 328 |
+
312 train 7.967668 (lr=9.9706e-05) (hash(x)=2084274)
|
| 329 |
+
313 train 7.661828 (lr=9.9683e-05) (hash(x)=3730075)
|
| 330 |
+
314 train 7.898852 (lr=9.9659e-05) (hash(x)=2879419)
|
| 331 |
+
315 train 8.409301 (lr=9.9634e-05) (hash(x)=3585841)
|
| 332 |
+
316 train 8.387711 (lr=9.9609e-05) (hash(x)=2909843)
|
| 333 |
+
317 train 7.929680 (lr=9.9582e-05) (hash(x)=2936395)
|
| 334 |
+
318 train 7.816414 (lr=9.9555e-05) (hash(x)=3899268)
|
| 335 |
+
319 train 7.684793 (lr=9.9526e-05) (hash(x)=2979578)
|
| 336 |
+
320 train 7.532546 (lr=9.9497e-05) (hash(x)=2930025)
|
| 337 |
+
321 train 7.721413 (lr=9.9467e-05) (hash(x)=2976458)
|
| 338 |
+
322 train 7.763329 (lr=9.9437e-05) (hash(x)=3522699)
|
| 339 |
+
323 train 7.573723 (lr=9.9405e-05) (hash(x)=3006372)
|
| 340 |
+
324 train 7.860309 (lr=9.9372e-05) (hash(x)=3527477)
|
| 341 |
+
325 train 7.781151 (lr=9.9339e-05) (hash(x)=3252677)
|
| 342 |
+
326 train 7.771098 (lr=9.9305e-05) (hash(x)=4383071)
|
| 343 |
+
327 train 7.724977 (lr=9.9270e-05) (hash(x)=2619193)
|
| 344 |
+
328 train 7.323357 (lr=9.9234e-05) (hash(x)=2670739)
|
| 345 |
+
329 train 7.328302 (lr=9.9197e-05) (hash(x)=2844557)
|
| 346 |
+
330 train 7.470593 (lr=9.9159e-05) (hash(x)=2997987)
|
| 347 |
+
331 train 7.622513 (lr=9.9121e-05) (hash(x)=2264862)
|
| 348 |
+
332 train 7.505060 (lr=9.9081e-05) (hash(x)=3163570)
|
| 349 |
+
333 train 7.389380 (lr=9.9041e-05) (hash(x)=2321001)
|
| 350 |
+
334 train 7.657947 (lr=9.9000e-05) (hash(x)=3544588)
|
| 351 |
+
335 train 7.814527 (lr=9.8958e-05) (hash(x)=3953318)
|
| 352 |
+
336 train 7.847098 (lr=9.8915e-05) (hash(x)=3470444)
|
| 353 |
+
337 train 7.805351 (lr=9.8872e-05) (hash(x)=3813804)
|
| 354 |
+
338 train 7.700163 (lr=9.8827e-05) (hash(x)=3430688)
|
| 355 |
+
339 train 7.621231 (lr=9.8782e-05) (hash(x)=3172114)
|
| 356 |
+
340 train 7.934962 (lr=9.8736e-05) (hash(x)=3707048)
|
| 357 |
+
341 train 7.710791 (lr=9.8689e-05) (hash(x)=3630061)
|
| 358 |
+
342 train 7.867616 (lr=9.8641e-05) (hash(x)=4499523)
|
| 359 |
+
343 train 8.100295 (lr=9.8592e-05) (hash(x)=3624493)
|
| 360 |
+
344 train 7.614330 (lr=9.8543e-05) (hash(x)=3669400)
|
| 361 |
+
345 train 7.711763 (lr=9.8492e-05) (hash(x)=2885835)
|
| 362 |
+
346 train 7.580270 (lr=9.8441e-05) (hash(x)=2906377)
|
| 363 |
+
347 train 7.671575 (lr=9.8389e-05) (hash(x)=3628332)
|
| 364 |
+
348 train 7.691696 (lr=9.8336e-05) (hash(x)=2766583)
|
| 365 |
+
349 train 7.786150 (lr=9.8282e-05) (hash(x)=2844282)
|
| 366 |
+
350 val loss 7.6978
|
| 367 |
+
350 val perplexity 2203.4082
|
| 368 |
+
350 train 7.680956 (lr=9.8228e-05) (hash(x)=3834162)
|
| 369 |
+
351 train 7.678476 (lr=9.8172e-05) (hash(x)=2888972)
|
| 370 |
+
352 train 7.801340 (lr=9.8116e-05) (hash(x)=3123026)
|
| 371 |
+
353 train 7.620261 (lr=9.8059e-05) (hash(x)=2904637)
|
| 372 |
+
354 train 7.607158 (lr=9.8001e-05) (hash(x)=2616177)
|
| 373 |
+
355 train 7.945455 (lr=9.7942e-05) (hash(x)=3744709)
|
| 374 |
+
356 train 7.829715 (lr=9.7882e-05) (hash(x)=1995841)
|
| 375 |
+
357 train 7.679598 (lr=9.7822e-05) (hash(x)=3186059)
|
| 376 |
+
358 train 7.740538 (lr=9.7761e-05) (hash(x)=3828964)
|
| 377 |
+
359 train 7.752008 (lr=9.7699e-05) (hash(x)=2564054)
|
| 378 |
+
360 train 7.628008 (lr=9.7636e-05) (hash(x)=2604802)
|
| 379 |
+
361 train 7.667844 (lr=9.7572e-05) (hash(x)=3342173)
|
| 380 |
+
362 train 7.938545 (lr=9.7507e-05) (hash(x)=3616575)
|
| 381 |
+
363 train 7.457852 (lr=9.7442e-05) (hash(x)=3222229)
|
| 382 |
+
364 train 7.803905 (lr=9.7376e-05) (hash(x)=3412947)
|
| 383 |
+
365 train 7.687153 (lr=9.7309e-05) (hash(x)=3292116)
|
| 384 |
+
366 train 7.523152 (lr=9.7241e-05) (hash(x)=3271264)
|
| 385 |
+
367 train 7.972862 (lr=9.7172e-05) (hash(x)=2824555)
|
| 386 |
+
368 train 7.812123 (lr=9.7103e-05) (hash(x)=4644238)
|
| 387 |
+
369 train 7.768101 (lr=9.7032e-05) (hash(x)=3286145)
|
| 388 |
+
370 train 7.716519 (lr=9.6961e-05) (hash(x)=2640920)
|
| 389 |
+
371 train 7.816279 (lr=9.6889e-05) (hash(x)=2694606)
|
| 390 |
+
372 train 7.660134 (lr=9.6817e-05) (hash(x)=4075841)
|
| 391 |
+
373 train 7.694595 (lr=9.6743e-05) (hash(x)=2964484)
|
| 392 |
+
374 train 7.699995 (lr=9.6669e-05) (hash(x)=2502564)
|
| 393 |
+
375 train 7.656762 (lr=9.6593e-05) (hash(x)=2797954)
|
| 394 |
+
376 train 7.327978 (lr=9.6518e-05) (hash(x)=3552620)
|
| 395 |
+
377 train 8.204587 (lr=9.6441e-05) (hash(x)=2821863)
|
| 396 |
+
378 train 7.802646 (lr=9.6363e-05) (hash(x)=3709124)
|
| 397 |
+
379 train 7.963010 (lr=9.6285e-05) (hash(x)=2860360)
|
| 398 |
+
380 train 7.716868 (lr=9.6206e-05) (hash(x)=3052447)
|
| 399 |
+
381 train 7.897144 (lr=9.6126e-05) (hash(x)=3794897)
|
| 400 |
+
382 train 7.881827 (lr=9.6045e-05) (hash(x)=3277698)
|
| 401 |
+
383 train 7.921694 (lr=9.5963e-05) (hash(x)=3971772)
|
| 402 |
+
384 train 7.655245 (lr=9.5881e-05) (hash(x)=4210652)
|
| 403 |
+
385 train 7.655211 (lr=9.5798e-05) (hash(x)=3512226)
|
| 404 |
+
386 train 7.757136 (lr=9.5714e-05) (hash(x)=3088734)
|
| 405 |
+
387 train 7.710690 (lr=9.5629e-05) (hash(x)=2815361)
|
| 406 |
+
388 train 7.549426 (lr=9.5544e-05) (hash(x)=2831165)
|
| 407 |
+
389 train 7.808619 (lr=9.5457e-05) (hash(x)=3301986)
|
| 408 |
+
390 train 7.804243 (lr=9.5370e-05) (hash(x)=3405120)
|
| 409 |
+
391 train 7.653032 (lr=9.5282e-05) (hash(x)=2826471)
|
| 410 |
+
392 train 7.746697 (lr=9.5194e-05) (hash(x)=3171450)
|
| 411 |
+
393 train 7.701006 (lr=9.5104e-05) (hash(x)=2547188)
|
| 412 |
+
394 train 7.265084 (lr=9.5014e-05) (hash(x)=2604163)
|
| 413 |
+
395 train 7.629217 (lr=9.4923e-05) (hash(x)=3781597)
|
| 414 |
+
396 train 7.712907 (lr=9.4831e-05) (hash(x)=3359105)
|
| 415 |
+
397 train 7.604039 (lr=9.4739e-05) (hash(x)=2933586)
|
| 416 |
+
398 train 7.585737 (lr=9.4646e-05) (hash(x)=4128427)
|
| 417 |
+
399 train 7.714355 (lr=9.4551e-05) (hash(x)=1400697)
|
| 418 |
+
400 val loss 7.6698
|
| 419 |
+
400 val perplexity 2142.5583
|
| 420 |
+
400 train 7.608646 (lr=9.4457e-05) (hash(x)=2541140)
|
| 421 |
+
401 train 7.740726 (lr=9.4361e-05) (hash(x)=2718043)
|
| 422 |
+
402 train 7.724235 (lr=9.4265e-05) (hash(x)=2976357)
|
| 423 |
+
403 train 7.701550 (lr=9.4168e-05) (hash(x)=4188358)
|
| 424 |
+
404 train 7.743996 (lr=9.4070e-05) (hash(x)=2773625)
|
| 425 |
+
405 train 8.019323 (lr=9.3971e-05) (hash(x)=3639169)
|
| 426 |
+
406 train 7.914285 (lr=9.3872e-05) (hash(x)=3486817)
|
| 427 |
+
407 train 7.785763 (lr=9.3772e-05) (hash(x)=3085878)
|
| 428 |
+
408 train 7.684727 (lr=9.3671e-05) (hash(x)=3634909)
|
| 429 |
+
409 train 7.883955 (lr=9.3569e-05) (hash(x)=3858674)
|
| 430 |
+
410 train 7.658516 (lr=9.3467e-05) (hash(x)=3812958)
|
| 431 |
+
411 train 7.789698 (lr=9.3364e-05) (hash(x)=3356513)
|
| 432 |
+
412 train 7.623221 (lr=9.3260e-05) (hash(x)=2684672)
|
| 433 |
+
413 train 7.671316 (lr=9.3155e-05) (hash(x)=3329920)
|
| 434 |
+
414 train 7.732847 (lr=9.3050e-05) (hash(x)=3346748)
|
| 435 |
+
415 train 7.621972 (lr=9.2944e-05) (hash(x)=3350964)
|
| 436 |
+
416 train 7.822435 (lr=9.2837e-05) (hash(x)=3318649)
|
| 437 |
+
417 train 7.604810 (lr=9.2729e-05) (hash(x)=2339818)
|
| 438 |
+
418 train 7.682088 (lr=9.2621e-05) (hash(x)=3070413)
|
| 439 |
+
419 train 7.916272 (lr=9.2512e-05) (hash(x)=3639491)
|
| 440 |
+
420 train 7.838907 (lr=9.2402e-05) (hash(x)=2181128)
|
| 441 |
+
421 train 7.725039 (lr=9.2292e-05) (hash(x)=3420184)
|
| 442 |
+
422 train 7.677886 (lr=9.2181e-05) (hash(x)=3511906)
|
| 443 |
+
423 train 7.764006 (lr=9.2069e-05) (hash(x)=3203986)
|
| 444 |
+
424 train 7.431990 (lr=9.1956e-05) (hash(x)=2810112)
|
| 445 |
+
425 train 7.612066 (lr=9.1843e-05) (hash(x)=3738516)
|
| 446 |
+
426 train 7.790484 (lr=9.1729e-05) (hash(x)=2584256)
|
| 447 |
+
427 train 7.803124 (lr=9.1614e-05) (hash(x)=2755250)
|
| 448 |
+
428 train 7.542973 (lr=9.1499e-05) (hash(x)=3085599)
|
| 449 |
+
429 train 7.459343 (lr=9.1382e-05) (hash(x)=3081821)
|
| 450 |
+
430 train 7.752995 (lr=9.1266e-05) (hash(x)=3566151)
|
| 451 |
+
431 train 7.572211 (lr=9.1148e-05) (hash(x)=4133377)
|
| 452 |
+
432 train 7.683636 (lr=9.1030e-05) (hash(x)=3502104)
|
| 453 |
+
433 train 7.699809 (lr=9.0911e-05) (hash(x)=2768070)
|
| 454 |
+
434 train 7.738077 (lr=9.0791e-05) (hash(x)=3640006)
|
| 455 |
+
435 train 7.762598 (lr=9.0671e-05) (hash(x)=2682018)
|
| 456 |
+
436 train 7.788743 (lr=9.0550e-05) (hash(x)=2629721)
|
| 457 |
+
437 train 7.626055 (lr=9.0428e-05) (hash(x)=3149746)
|
| 458 |
+
438 train 7.781774 (lr=9.0306e-05) (hash(x)=3944386)
|
| 459 |
+
439 train 7.534145 (lr=9.0182e-05) (hash(x)=2856601)
|
| 460 |
+
440 train 7.778121 (lr=9.0059e-05) (hash(x)=3191705)
|
| 461 |
+
441 train 7.724093 (lr=8.9934e-05) (hash(x)=3989915)
|
| 462 |
+
442 train 7.701878 (lr=8.9809e-05) (hash(x)=3279917)
|
| 463 |
+
443 train 7.693469 (lr=8.9683e-05) (hash(x)=2981901)
|
| 464 |
+
444 train 7.590870 (lr=8.9557e-05) (hash(x)=3399281)
|
| 465 |
+
445 train 7.491492 (lr=8.9430e-05) (hash(x)=3728099)
|
| 466 |
+
446 train 7.752637 (lr=8.9302e-05) (hash(x)=2521093)
|
| 467 |
+
447 train 7.698043 (lr=8.9173e-05) (hash(x)=3328627)
|
| 468 |
+
448 train 7.515571 (lr=8.9044e-05) (hash(x)=2728827)
|
| 469 |
+
449 train 7.428347 (lr=8.8914e-05) (hash(x)=2562198)
|
| 470 |
+
450 val loss 7.6409
|
| 471 |
+
450 val perplexity 2081.6406
|
| 472 |
+
450 train 7.656132 (lr=8.8784e-05) (hash(x)=3588452)
|
| 473 |
+
451 train 7.711031 (lr=8.8653e-05) (hash(x)=3671502)
|
| 474 |
+
452 train 7.762094 (lr=8.8521e-05) (hash(x)=3128347)
|
| 475 |
+
453 train 7.820513 (lr=8.8388e-05) (hash(x)=2890655)
|
| 476 |
+
454 train 7.639319 (lr=8.8255e-05) (hash(x)=3249651)
|
| 477 |
+
455 train 7.561127 (lr=8.8122e-05) (hash(x)=3307897)
|
| 478 |
+
456 train 7.458917 (lr=8.7987e-05) (hash(x)=2618491)
|
| 479 |
+
457 train 7.800689 (lr=8.7852e-05) (hash(x)=4195998)
|
| 480 |
+
458 train 7.579572 (lr=8.7717e-05) (hash(x)=3225031)
|
| 481 |
+
459 train 7.728968 (lr=8.7580e-05) (hash(x)=3326435)
|
| 482 |
+
460 train 7.566765 (lr=8.7444e-05) (hash(x)=2862440)
|
| 483 |
+
461 train 7.714997 (lr=8.7306e-05) (hash(x)=2918467)
|
| 484 |
+
462 train 7.692796 (lr=8.7168e-05) (hash(x)=4141440)
|
| 485 |
+
463 train 7.482833 (lr=8.7029e-05) (hash(x)=2956276)
|
| 486 |
+
464 train 7.593665 (lr=8.6890e-05) (hash(x)=2820808)
|
| 487 |
+
465 train 7.554464 (lr=8.6750e-05) (hash(x)=3053243)
|
| 488 |
+
466 train 7.698264 (lr=8.6609e-05) (hash(x)=3799382)
|
| 489 |
+
467 train 7.674680 (lr=8.6468e-05) (hash(x)=3490211)
|
| 490 |
+
468 train 7.655347 (lr=8.6326e-05) (hash(x)=3421416)
|
| 491 |
+
469 train 7.664033 (lr=8.6184e-05) (hash(x)=3184017)
|
| 492 |
+
470 train 7.682900 (lr=8.6041e-05) (hash(x)=3039663)
|
| 493 |
+
471 train 7.546275 (lr=8.5897e-05) (hash(x)=3166300)
|
| 494 |
+
472 train 7.580097 (lr=8.5753e-05) (hash(x)=2689958)
|
| 495 |
+
473 train 7.689719 (lr=8.5608e-05) (hash(x)=2893184)
|
| 496 |
+
474 train 7.765572 (lr=8.5462e-05) (hash(x)=4102744)
|
| 497 |
+
475 train 7.905611 (lr=8.5316e-05) (hash(x)=3617664)
|
| 498 |
+
476 train 7.497960 (lr=8.5170e-05) (hash(x)=2945509)
|
| 499 |
+
477 train 7.640860 (lr=8.5022e-05) (hash(x)=2838328)
|
| 500 |
+
478 train 7.749151 (lr=8.4875e-05) (hash(x)=3459400)
|
| 501 |
+
479 train 7.519720 (lr=8.4726e-05) (hash(x)=3992250)
|
| 502 |
+
480 train 7.579394 (lr=8.4577e-05) (hash(x)=3066475)
|
| 503 |
+
481 train 7.689741 (lr=8.4428e-05) (hash(x)=3164373)
|
| 504 |
+
482 train 7.708325 (lr=8.4278e-05) (hash(x)=3075962)
|
| 505 |
+
483 train 7.704806 (lr=8.4127e-05) (hash(x)=3796173)
|
| 506 |
+
484 train 7.647732 (lr=8.3976e-05) (hash(x)=3677710)
|
| 507 |
+
485 train 7.760486 (lr=8.3824e-05) (hash(x)=3076126)
|
| 508 |
+
486 train 7.522943 (lr=8.3672e-05) (hash(x)=3808030)
|
| 509 |
+
487 train 7.708724 (lr=8.3519e-05) (hash(x)=3195966)
|
| 510 |
+
488 train 7.702411 (lr=8.3366e-05) (hash(x)=2790464)
|
| 511 |
+
489 train 7.476533 (lr=8.3212e-05) (hash(x)=2837463)
|
| 512 |
+
490 train 7.258983 (lr=8.3057e-05) (hash(x)=2418446)
|
| 513 |
+
491 train 7.620979 (lr=8.2902e-05) (hash(x)=2910115)
|
| 514 |
+
492 train 7.596818 (lr=8.2746e-05) (hash(x)=2548970)
|
| 515 |
+
493 train 7.580765 (lr=8.2590e-05) (hash(x)=3834685)
|
| 516 |
+
494 train 7.774438 (lr=8.2434e-05) (hash(x)=2952651)
|
| 517 |
+
495 train 7.616714 (lr=8.2276e-05) (hash(x)=2734508)
|
| 518 |
+
496 train 7.665231 (lr=8.2119e-05) (hash(x)=3436107)
|
| 519 |
+
497 train 7.708118 (lr=8.1960e-05) (hash(x)=3584964)
|
| 520 |
+
498 train 7.657239 (lr=8.1801e-05) (hash(x)=1899895)
|
| 521 |
+
499 train 7.575729 (lr=8.1642e-05) (hash(x)=3807932)
|
| 522 |
+
500 val loss 7.6255
|
| 523 |
+
500 val perplexity 2049.8896
|
| 524 |
+
500 train 7.607306 (lr=8.1482e-05) (hash(x)=2966531)
|
| 525 |
+
501 train 7.518918 (lr=8.1322e-05) (hash(x)=2853929)
|
| 526 |
+
502 train 7.660302 (lr=8.1161e-05) (hash(x)=3862515)
|
| 527 |
+
503 train 7.685175 (lr=8.1000e-05) (hash(x)=3085170)
|
| 528 |
+
504 train 7.619595 (lr=8.0838e-05) (hash(x)=2380249)
|
| 529 |
+
505 train 7.864886 (lr=8.0676e-05) (hash(x)=3686797)
|
| 530 |
+
506 train 7.763685 (lr=8.0513e-05) (hash(x)=3048340)
|
| 531 |
+
507 train 7.615467 (lr=8.0349e-05) (hash(x)=2942042)
|
| 532 |
+
508 train 7.718357 (lr=8.0186e-05) (hash(x)=3231796)
|
| 533 |
+
509 train 7.694086 (lr=8.0021e-05) (hash(x)=3284266)
|
| 534 |
+
510 train 7.698176 (lr=7.9856e-05) (hash(x)=3240109)
|
| 535 |
+
511 train 7.527674 (lr=7.9691e-05) (hash(x)=2205765)
|
| 536 |
+
512 train 7.769763 (lr=7.9525e-05) (hash(x)=2544011)
|
| 537 |
+
513 train 7.834258 (lr=7.9359e-05) (hash(x)=3191330)
|
| 538 |
+
514 train 7.669385 (lr=7.9192e-05) (hash(x)=3341920)
|
| 539 |
+
515 train 7.687192 (lr=7.9025e-05) (hash(x)=2809037)
|
| 540 |
+
516 train 7.591370 (lr=7.8858e-05) (hash(x)=2961572)
|
| 541 |
+
517 train 7.491327 (lr=7.8689e-05) (hash(x)=4122518)
|
| 542 |
+
518 train 7.841850 (lr=7.8521e-05) (hash(x)=2956149)
|
| 543 |
+
519 train 7.653050 (lr=7.8352e-05) (hash(x)=3194389)
|
| 544 |
+
520 train 7.645664 (lr=7.8182e-05) (hash(x)=3334436)
|
| 545 |
+
521 train 7.678805 (lr=7.8012e-05) (hash(x)=3250777)
|
| 546 |
+
522 train 7.842827 (lr=7.7842e-05) (hash(x)=3184988)
|
| 547 |
+
523 train 7.686967 (lr=7.7671e-05) (hash(x)=2929726)
|
| 548 |
+
524 train 7.651426 (lr=7.7500e-05) (hash(x)=3993085)
|
| 549 |
+
525 train 7.577429 (lr=7.7328e-05) (hash(x)=3630741)
|
| 550 |
+
526 train 7.713064 (lr=7.7156e-05) (hash(x)=2694615)
|
| 551 |
+
527 train 7.568015 (lr=7.6984e-05) (hash(x)=3381861)
|
| 552 |
+
528 train 7.776250 (lr=7.6811e-05) (hash(x)=3515431)
|
| 553 |
+
529 train 7.542511 (lr=7.6637e-05) (hash(x)=2972882)
|
| 554 |
+
530 train 7.819644 (lr=7.6463e-05) (hash(x)=3642113)
|
| 555 |
+
531 train 7.601957 (lr=7.6289e-05) (hash(x)=3289777)
|
| 556 |
+
532 train 7.448237 (lr=7.6115e-05) (hash(x)=3282765)
|
| 557 |
+
533 train 7.467755 (lr=7.5940e-05) (hash(x)=3131718)
|
| 558 |
+
534 train 7.806204 (lr=7.5764e-05) (hash(x)=3547470)
|
| 559 |
+
535 train 7.599351 (lr=7.5588e-05) (hash(x)=3725352)
|
| 560 |
+
536 train 7.763870 (lr=7.5412e-05) (hash(x)=3303408)
|
| 561 |
+
537 train 7.696092 (lr=7.5235e-05) (hash(x)=3494555)
|
| 562 |
+
538 train 7.657309 (lr=7.5058e-05) (hash(x)=2899343)
|
| 563 |
+
539 train 7.668034 (lr=7.4881e-05) (hash(x)=3380558)
|
| 564 |
+
540 train 7.636491 (lr=7.4703e-05) (hash(x)=3325171)
|
| 565 |
+
541 train 7.528662 (lr=7.4525e-05) (hash(x)=3365329)
|
| 566 |
+
542 train 7.691559 (lr=7.4346e-05) (hash(x)=3656211)
|
| 567 |
+
543 train 7.795645 (lr=7.4167e-05) (hash(x)=1857655)
|
| 568 |
+
544 train 7.509477 (lr=7.3988e-05) (hash(x)=3006115)
|
| 569 |
+
545 train 7.650982 (lr=7.3808e-05) (hash(x)=4154413)
|
| 570 |
+
546 train 7.551301 (lr=7.3628e-05) (hash(x)=4247423)
|
| 571 |
+
547 train 7.682871 (lr=7.3448e-05) (hash(x)=2427598)
|
| 572 |
+
548 train 7.610775 (lr=7.3267e-05) (hash(x)=3985459)
|
| 573 |
+
549 train 7.529366 (lr=7.3086e-05) (hash(x)=3269139)
|
| 574 |
+
550 val loss 7.5828
|
| 575 |
+
550 val perplexity 1964.2050
|
| 576 |
+
550 train 7.574777 (lr=7.2904e-05) (hash(x)=3684103)
|
| 577 |
+
551 train 7.556104 (lr=7.2723e-05) (hash(x)=3545128)
|
| 578 |
+
552 train 7.655097 (lr=7.2540e-05) (hash(x)=2377393)
|
| 579 |
+
553 train 7.610359 (lr=7.2358e-05) (hash(x)=2997863)
|
| 580 |
+
554 train 7.629133 (lr=7.2175e-05) (hash(x)=2461726)
|
| 581 |
+
555 train 8.410295 (lr=7.1992e-05) (hash(x)=3223656)
|
| 582 |
+
556 train 7.731198 (lr=7.1808e-05) (hash(x)=2898390)
|
| 583 |
+
557 train 7.653292 (lr=7.1624e-05) (hash(x)=2719317)
|
| 584 |
+
558 train 7.438307 (lr=7.1440e-05) (hash(x)=3377156)
|
| 585 |
+
559 train 7.415343 (lr=7.1256e-05) (hash(x)=3001561)
|
| 586 |
+
560 train 7.696163 (lr=7.1071e-05) (hash(x)=2949932)
|
| 587 |
+
561 train 7.499958 (lr=7.0886e-05) (hash(x)=2976270)
|
| 588 |
+
562 train 7.465913 (lr=7.0701e-05) (hash(x)=2329532)
|
| 589 |
+
563 train 7.619365 (lr=7.0515e-05) (hash(x)=2978010)
|
| 590 |
+
564 train 7.672235 (lr=7.0329e-05) (hash(x)=1967540)
|
| 591 |
+
565 train 7.711243 (lr=7.0143e-05) (hash(x)=3706363)
|
| 592 |
+
566 train 7.310487 (lr=6.9956e-05) (hash(x)=2111182)
|
| 593 |
+
567 train 7.584514 (lr=6.9769e-05) (hash(x)=2855690)
|
| 594 |
+
568 train 7.452412 (lr=6.9582e-05) (hash(x)=2813212)
|
| 595 |
+
569 train 7.657115 (lr=6.9394e-05) (hash(x)=3129189)
|
| 596 |
+
570 train 7.845830 (lr=6.9207e-05) (hash(x)=2686662)
|
| 597 |
+
571 train 8.023810 (lr=6.9019e-05) (hash(x)=3850767)
|
| 598 |
+
572 train 7.745684 (lr=6.8830e-05) (hash(x)=2751052)
|
| 599 |
+
573 train 7.522029 (lr=6.8642e-05) (hash(x)=3210679)
|
| 600 |
+
574 train 7.556974 (lr=6.8453e-05) (hash(x)=2053726)
|
| 601 |
+
575 train 7.874046 (lr=6.8264e-05) (hash(x)=3596049)
|
| 602 |
+
576 train 7.343398 (lr=6.8075e-05) (hash(x)=1873037)
|
| 603 |
+
577 train 7.755929 (lr=6.7885e-05) (hash(x)=4644943)
|
| 604 |
+
578 train 7.520781 (lr=6.7695e-05) (hash(x)=2652674)
|
| 605 |
+
579 train 7.507738 (lr=6.7505e-05) (hash(x)=3059736)
|
| 606 |
+
580 train 7.643109 (lr=6.7315e-05) (hash(x)=2766614)
|
| 607 |
+
581 train 7.410051 (lr=6.7124e-05) (hash(x)=3641800)
|
| 608 |
+
582 train 7.439238 (lr=6.6933e-05) (hash(x)=2283881)
|
| 609 |
+
583 train 7.853001 (lr=6.6742e-05) (hash(x)=4338038)
|
| 610 |
+
584 train 7.489397 (lr=6.6551e-05) (hash(x)=2375255)
|
| 611 |
+
585 train 7.613111 (lr=6.6360e-05) (hash(x)=2767891)
|
| 612 |
+
586 train 7.652611 (lr=6.6168e-05) (hash(x)=2443773)
|
| 613 |
+
587 train 7.508510 (lr=6.5976e-05) (hash(x)=2903160)
|
| 614 |
+
588 train 7.853428 (lr=6.5784e-05) (hash(x)=2834407)
|
| 615 |
+
589 train 7.411384 (lr=6.5592e-05) (hash(x)=3368763)
|
| 616 |
+
590 train 7.608603 (lr=6.5399e-05) (hash(x)=3087542)
|
| 617 |
+
591 train 7.515251 (lr=6.5206e-05) (hash(x)=3833327)
|
| 618 |
+
592 train 7.642376 (lr=6.5013e-05) (hash(x)=3915797)
|
| 619 |
+
593 train 7.698318 (lr=6.4820e-05) (hash(x)=3662874)
|
| 620 |
+
594 train 7.952372 (lr=6.4627e-05) (hash(x)=2763961)
|
| 621 |
+
595 train 7.706604 (lr=6.4433e-05) (hash(x)=3813983)
|
| 622 |
+
596 train 7.510582 (lr=6.4240e-05) (hash(x)=3292460)
|
| 623 |
+
597 train 7.637842 (lr=6.4046e-05) (hash(x)=2894133)
|
| 624 |
+
598 train 7.553069 (lr=6.3852e-05) (hash(x)=3563696)
|
| 625 |
+
599 train 7.506391 (lr=6.3658e-05) (hash(x)=2723409)
|
| 626 |
+
600 val loss 7.5694
|
| 627 |
+
600 val perplexity 1938.0405
|
| 628 |
+
600 train 7.677905 (lr=6.3463e-05) (hash(x)=3003373)
|
| 629 |
+
601 train 7.581322 (lr=6.3269e-05) (hash(x)=2512396)
|
| 630 |
+
602 train 7.469974 (lr=6.3074e-05) (hash(x)=3097998)
|
| 631 |
+
603 train 7.461981 (lr=6.2879e-05) (hash(x)=2915897)
|
| 632 |
+
604 train 7.488265 (lr=6.2684e-05) (hash(x)=3359730)
|
| 633 |
+
605 train 7.604180 (lr=6.2489e-05) (hash(x)=2625642)
|
| 634 |
+
606 train 7.559544 (lr=6.2294e-05) (hash(x)=3809845)
|
| 635 |
+
607 train 7.311430 (lr=6.2098e-05) (hash(x)=3192701)
|
| 636 |
+
608 train 7.497617 (lr=6.1903e-05) (hash(x)=3624184)
|
| 637 |
+
609 train 7.592073 (lr=6.1707e-05) (hash(x)=3098679)
|
| 638 |
+
610 train 7.696472 (lr=6.1511e-05) (hash(x)=3000283)
|
| 639 |
+
611 train 7.722456 (lr=6.1315e-05) (hash(x)=3215361)
|
| 640 |
+
612 train 7.642982 (lr=6.1119e-05) (hash(x)=3304345)
|
| 641 |
+
613 train 7.550508 (lr=6.0923e-05) (hash(x)=2731677)
|
| 642 |
+
614 train 7.618631 (lr=6.0726e-05) (hash(x)=3189959)
|
| 643 |
+
615 train 7.588629 (lr=6.0530e-05) (hash(x)=2308886)
|
| 644 |
+
616 train 7.705387 (lr=6.0333e-05) (hash(x)=2558019)
|
| 645 |
+
617 train 7.904314 (lr=6.0137e-05) (hash(x)=2972604)
|
| 646 |
+
618 train 7.597501 (lr=5.9940e-05) (hash(x)=2857159)
|
| 647 |
+
619 train 7.454687 (lr=5.9743e-05) (hash(x)=2990250)
|
| 648 |
+
620 train 7.491796 (lr=5.9546e-05) (hash(x)=3225661)
|
| 649 |
+
621 train 7.535346 (lr=5.9349e-05) (hash(x)=3957754)
|
| 650 |
+
622 train 7.505868 (lr=5.9152e-05) (hash(x)=2627604)
|
| 651 |
+
623 train 7.385798 (lr=5.8955e-05) (hash(x)=1604405)
|
| 652 |
+
624 train 7.539528 (lr=5.8758e-05) (hash(x)=2120615)
|
| 653 |
+
625 train 7.742959 (lr=5.8560e-05) (hash(x)=2694534)
|
| 654 |
+
626 train 7.423064 (lr=5.8363e-05) (hash(x)=3903517)
|
| 655 |
+
627 train 7.582479 (lr=5.8165e-05) (hash(x)=3128993)
|
| 656 |
+
628 train 7.475522 (lr=5.7968e-05) (hash(x)=3414013)
|
| 657 |
+
629 train 7.593332 (lr=5.7770e-05) (hash(x)=2106279)
|
| 658 |
+
630 train 7.567186 (lr=5.7573e-05) (hash(x)=3301348)
|
| 659 |
+
631 train 7.369084 (lr=5.7375e-05) (hash(x)=3018995)
|
| 660 |
+
632 train 7.617870 (lr=5.7177e-05) (hash(x)=2741799)
|
| 661 |
+
633 train 7.478047 (lr=5.6979e-05) (hash(x)=3174663)
|
| 662 |
+
634 train 7.711748 (lr=5.6782e-05) (hash(x)=3741591)
|
| 663 |
+
635 train 7.444135 (lr=5.6584e-05) (hash(x)=2741498)
|
| 664 |
+
636 train 7.550488 (lr=5.6386e-05) (hash(x)=2425651)
|
| 665 |
+
637 train 7.593585 (lr=5.6188e-05) (hash(x)=3096799)
|
| 666 |
+
638 train 7.853400 (lr=5.5990e-05) (hash(x)=4022251)
|
| 667 |
+
639 train 7.686088 (lr=5.5792e-05) (hash(x)=3219527)
|
| 668 |
+
640 train 7.535413 (lr=5.5594e-05) (hash(x)=2734164)
|
| 669 |
+
641 train 7.701591 (lr=5.5396e-05) (hash(x)=3497722)
|
| 670 |
+
642 train 7.432449 (lr=5.5198e-05) (hash(x)=3479864)
|
| 671 |
+
643 train 7.841222 (lr=5.5000e-05) (hash(x)=4009470)
|
| 672 |
+
644 train 8.065748 (lr=5.4802e-05) (hash(x)=2524029)
|
| 673 |
+
645 train 7.652209 (lr=5.4604e-05) (hash(x)=3682466)
|
| 674 |
+
646 train 7.819438 (lr=5.4406e-05) (hash(x)=2777735)
|
| 675 |
+
647 train 7.340162 (lr=5.4208e-05) (hash(x)=2608681)
|
| 676 |
+
648 train 7.528406 (lr=5.4010e-05) (hash(x)=3042118)
|
| 677 |
+
649 train 8.093957 (lr=5.3812e-05) (hash(x)=3519924)
|
| 678 |
+
650 val loss 7.5535
|
| 679 |
+
650 val perplexity 1907.3500
|
| 680 |
+
650 train 7.717217 (lr=5.3614e-05) (hash(x)=3895249)
|
| 681 |
+
651 train 7.813123 (lr=5.3416e-05) (hash(x)=3920891)
|
| 682 |
+
652 train 7.682590 (lr=5.3218e-05) (hash(x)=4081649)
|
| 683 |
+
653 train 7.831808 (lr=5.3021e-05) (hash(x)=3529881)
|
| 684 |
+
654 train 7.975283 (lr=5.2823e-05) (hash(x)=3203465)
|
| 685 |
+
655 train 7.786102 (lr=5.2625e-05) (hash(x)=2769130)
|
| 686 |
+
656 train 7.563811 (lr=5.2427e-05) (hash(x)=3174554)
|
| 687 |
+
657 train 7.604636 (lr=5.2230e-05) (hash(x)=3456391)
|
| 688 |
+
658 train 7.743663 (lr=5.2032e-05) (hash(x)=3712598)
|
| 689 |
+
659 train 7.285647 (lr=5.1835e-05) (hash(x)=2718477)
|
| 690 |
+
660 train 7.618804 (lr=5.1637e-05) (hash(x)=3891056)
|
| 691 |
+
661 train 7.685174 (lr=5.1440e-05) (hash(x)=3437565)
|
| 692 |
+
662 train 8.293196 (lr=5.1242e-05) (hash(x)=4285805)
|
| 693 |
+
663 train 7.937998 (lr=5.1045e-05) (hash(x)=2551440)
|
| 694 |
+
664 train 7.600989 (lr=5.0848e-05) (hash(x)=2428909)
|
| 695 |
+
665 train 7.715189 (lr=5.0651e-05) (hash(x)=3000536)
|
| 696 |
+
666 train 7.709491 (lr=5.0454e-05) (hash(x)=2826118)
|
| 697 |
+
667 train 7.314011 (lr=5.0257e-05) (hash(x)=2214431)
|
| 698 |
+
668 train 7.537443 (lr=5.0060e-05) (hash(x)=2560061)
|
| 699 |
+
669 train 7.521225 (lr=4.9863e-05) (hash(x)=2381553)
|
| 700 |
+
670 train 7.493166 (lr=4.9667e-05) (hash(x)=4250845)
|
| 701 |
+
671 train 7.654755 (lr=4.9470e-05) (hash(x)=3831039)
|
| 702 |
+
672 train 7.936278 (lr=4.9274e-05) (hash(x)=3232763)
|
| 703 |
+
673 train 7.358849 (lr=4.9077e-05) (hash(x)=3213866)
|
| 704 |
+
674 train 7.368927 (lr=4.8881e-05) (hash(x)=3341280)
|
| 705 |
+
675 train 7.654426 (lr=4.8685e-05) (hash(x)=2291514)
|
| 706 |
+
676 train 7.433568 (lr=4.8489e-05) (hash(x)=2493476)
|
| 707 |
+
677 train 7.879591 (lr=4.8293e-05) (hash(x)=2742895)
|
| 708 |
+
678 train 7.393229 (lr=4.8097e-05) (hash(x)=2799504)
|
| 709 |
+
679 train 7.477520 (lr=4.7902e-05) (hash(x)=4049475)
|
| 710 |
+
680 train 7.362161 (lr=4.7706e-05) (hash(x)=3473655)
|
| 711 |
+
681 train 7.540382 (lr=4.7511e-05) (hash(x)=2777910)
|
| 712 |
+
682 train 7.727781 (lr=4.7316e-05) (hash(x)=3807083)
|
| 713 |
+
683 train 7.617709 (lr=4.7121e-05) (hash(x)=3764259)
|
| 714 |
+
684 train 7.586986 (lr=4.6926e-05) (hash(x)=2522605)
|
| 715 |
+
685 train 7.657949 (lr=4.6731e-05) (hash(x)=3435896)
|
| 716 |
+
686 train 7.593087 (lr=4.6537e-05) (hash(x)=3061883)
|
| 717 |
+
687 train 7.420278 (lr=4.6342e-05) (hash(x)=2657923)
|
| 718 |
+
688 train 7.443089 (lr=4.6148e-05) (hash(x)=2991574)
|
| 719 |
+
689 train 7.466450 (lr=4.5954e-05) (hash(x)=2376503)
|
| 720 |
+
690 train 7.640477 (lr=4.5760e-05) (hash(x)=4142078)
|
| 721 |
+
691 train 8.170329 (lr=4.5567e-05) (hash(x)=4456488)
|
| 722 |
+
692 train 7.668331 (lr=4.5373e-05) (hash(x)=2380558)
|
| 723 |
+
693 train 7.534100 (lr=4.5180e-05) (hash(x)=3039607)
|
| 724 |
+
694 train 7.557611 (lr=4.4987e-05) (hash(x)=3383738)
|
| 725 |
+
695 train 7.612770 (lr=4.4794e-05) (hash(x)=3809054)
|
| 726 |
+
696 train 7.472328 (lr=4.4601e-05) (hash(x)=2511697)
|
| 727 |
+
697 train 7.912368 (lr=4.4408e-05) (hash(x)=2570239)
|
| 728 |
+
698 train 7.566922 (lr=4.4216e-05) (hash(x)=3387491)
|
| 729 |
+
699 train 7.650161 (lr=4.4024e-05) (hash(x)=4228032)
|
| 730 |
+
700 val loss 7.5272
|
| 731 |
+
700 val perplexity 1857.9701
|
| 732 |
+
700 train 7.635756 (lr=4.3832e-05) (hash(x)=2575948)
|
| 733 |
+
701 train 7.421094 (lr=4.3640e-05) (hash(x)=3066253)
|
| 734 |
+
702 train 7.475317 (lr=4.3449e-05) (hash(x)=2548347)
|
| 735 |
+
703 train 7.923748 (lr=4.3258e-05) (hash(x)=4680947)
|
| 736 |
+
704 train 7.956561 (lr=4.3067e-05) (hash(x)=2888890)
|
| 737 |
+
705 train 8.045838 (lr=4.2876e-05) (hash(x)=2659750)
|
| 738 |
+
706 train 7.700026 (lr=4.2685e-05) (hash(x)=3054136)
|
| 739 |
+
707 train 7.564030 (lr=4.2495e-05) (hash(x)=3129429)
|
| 740 |
+
708 train 7.721849 (lr=4.2305e-05) (hash(x)=2916512)
|
| 741 |
+
709 train 7.510664 (lr=4.2115e-05) (hash(x)=3107542)
|
| 742 |
+
710 train 8.103435 (lr=4.1925e-05) (hash(x)=3441957)
|
| 743 |
+
711 train 7.849812 (lr=4.1736e-05) (hash(x)=3278280)
|
| 744 |
+
712 train 7.479384 (lr=4.1547e-05) (hash(x)=3417401)
|
| 745 |
+
713 train 7.987727 (lr=4.1358e-05) (hash(x)=3659027)
|
| 746 |
+
714 train 7.451620 (lr=4.1170e-05) (hash(x)=2977755)
|
| 747 |
+
715 train 7.436495 (lr=4.0981e-05) (hash(x)=3042432)
|
| 748 |
+
716 train 7.568407 (lr=4.0793e-05) (hash(x)=2896648)
|
| 749 |
+
717 train 7.943799 (lr=4.0606e-05) (hash(x)=3750663)
|
| 750 |
+
718 train 7.565557 (lr=4.0418e-05) (hash(x)=3063622)
|
| 751 |
+
719 train 7.505811 (lr=4.0231e-05) (hash(x)=3572379)
|
| 752 |
+
720 train 7.592162 (lr=4.0044e-05) (hash(x)=3405622)
|
| 753 |
+
721 train 7.680943 (lr=3.9857e-05) (hash(x)=2309982)
|
| 754 |
+
722 train 7.600262 (lr=3.9671e-05) (hash(x)=2344571)
|
| 755 |
+
723 train 7.479119 (lr=3.9485e-05) (hash(x)=3026406)
|
| 756 |
+
724 train 7.539344 (lr=3.9299e-05) (hash(x)=2973390)
|
| 757 |
+
725 train 7.372053 (lr=3.9114e-05) (hash(x)=3319051)
|
| 758 |
+
726 train 7.388613 (lr=3.8929e-05) (hash(x)=2907087)
|
| 759 |
+
727 train 7.423101 (lr=3.8744e-05) (hash(x)=3395717)
|
| 760 |
+
728 train 7.632541 (lr=3.8560e-05) (hash(x)=2275521)
|
| 761 |
+
729 train 7.349487 (lr=3.8376e-05) (hash(x)=2722809)
|
| 762 |
+
730 train 7.390145 (lr=3.8192e-05) (hash(x)=2838814)
|
| 763 |
+
731 train 7.580816 (lr=3.8008e-05) (hash(x)=3786453)
|
| 764 |
+
732 train 7.326694 (lr=3.7825e-05) (hash(x)=2934343)
|
| 765 |
+
733 train 7.358520 (lr=3.7642e-05) (hash(x)=3464793)
|
| 766 |
+
734 train 7.505126 (lr=3.7460e-05) (hash(x)=2440316)
|
| 767 |
+
735 train 7.288782 (lr=3.7277e-05) (hash(x)=2767170)
|
| 768 |
+
736 train 7.542027 (lr=3.7096e-05) (hash(x)=3006894)
|
| 769 |
+
737 train 7.588622 (lr=3.6914e-05) (hash(x)=2692955)
|
| 770 |
+
738 train 7.481993 (lr=3.6733e-05) (hash(x)=3073246)
|
| 771 |
+
739 train 7.589957 (lr=3.6552e-05) (hash(x)=3016471)
|
| 772 |
+
740 train 7.563406 (lr=3.6372e-05) (hash(x)=2503422)
|
| 773 |
+
741 train 7.364474 (lr=3.6192e-05) (hash(x)=2613432)
|
| 774 |
+
742 train 7.531850 (lr=3.6012e-05) (hash(x)=2384020)
|
| 775 |
+
743 train 7.242850 (lr=3.5833e-05) (hash(x)=3194616)
|
| 776 |
+
744 train 7.399672 (lr=3.5654e-05) (hash(x)=1575539)
|
| 777 |
+
745 train 7.397504 (lr=3.5475e-05) (hash(x)=3706718)
|
| 778 |
+
746 train 7.620665 (lr=3.5297e-05) (hash(x)=3777137)
|
| 779 |
+
747 train 7.658068 (lr=3.5119e-05) (hash(x)=3606134)
|
| 780 |
+
748 train 7.658666 (lr=3.4942e-05) (hash(x)=4277923)
|
| 781 |
+
749 train 7.569621 (lr=3.4765e-05) (hash(x)=2227921)
|
| 782 |
+
750 val loss 7.5223
|
| 783 |
+
750 val perplexity 1848.8098
|
| 784 |
+
750 train 7.491594 (lr=3.4588e-05) (hash(x)=3567929)
|
| 785 |
+
751 train 7.471123 (lr=3.4412e-05) (hash(x)=3487452)
|
| 786 |
+
752 train 7.485277 (lr=3.4236e-05) (hash(x)=2754290)
|
| 787 |
+
753 train 7.906515 (lr=3.4060e-05) (hash(x)=2626716)
|
| 788 |
+
754 train 7.685014 (lr=3.3885e-05) (hash(x)=2553251)
|
| 789 |
+
755 train 7.216325 (lr=3.3711e-05) (hash(x)=2464443)
|
| 790 |
+
756 train 7.354959 (lr=3.3537e-05) (hash(x)=2409411)
|
| 791 |
+
757 train 7.337407 (lr=3.3363e-05) (hash(x)=2324629)
|
| 792 |
+
758 train 7.359771 (lr=3.3189e-05) (hash(x)=2260372)
|
| 793 |
+
759 train 7.495749 (lr=3.3016e-05) (hash(x)=3170051)
|
| 794 |
+
760 train 7.247304 (lr=3.2844e-05) (hash(x)=1815587)
|
| 795 |
+
761 train 6.893094 (lr=3.2672e-05) (hash(x)=2737654)
|
| 796 |
+
762 train 7.294945 (lr=3.2500e-05) (hash(x)=3277493)
|
| 797 |
+
763 train 7.523612 (lr=3.2329e-05) (hash(x)=3647630)
|
| 798 |
+
764 train 7.423681 (lr=3.2158e-05) (hash(x)=2872476)
|
| 799 |
+
765 train 7.301933 (lr=3.1988e-05) (hash(x)=2874607)
|
| 800 |
+
766 train 7.305700 (lr=3.1818e-05) (hash(x)=3087201)
|
| 801 |
+
767 train 7.483623 (lr=3.1648e-05) (hash(x)=2701214)
|
| 802 |
+
768 train 7.660174 (lr=3.1479e-05) (hash(x)=3448247)
|
| 803 |
+
769 train 7.451676 (lr=3.1311e-05) (hash(x)=3132192)
|
| 804 |
+
770 train 7.617448 (lr=3.1142e-05) (hash(x)=2171985)
|
| 805 |
+
771 train 7.431528 (lr=3.0975e-05) (hash(x)=3293012)
|
| 806 |
+
772 train 7.581586 (lr=3.0808e-05) (hash(x)=3195715)
|
| 807 |
+
773 train 7.458855 (lr=3.0641e-05) (hash(x)=2375711)
|
| 808 |
+
774 train 7.522786 (lr=3.0475e-05) (hash(x)=3752547)
|
| 809 |
+
775 train 7.494302 (lr=3.0309e-05) (hash(x)=3582457)
|
| 810 |
+
776 train 7.362676 (lr=3.0144e-05) (hash(x)=2892427)
|
| 811 |
+
777 train 7.572007 (lr=2.9979e-05) (hash(x)=3465407)
|
| 812 |
+
778 train 7.467859 (lr=2.9814e-05) (hash(x)=2967905)
|
| 813 |
+
779 train 7.873896 (lr=2.9651e-05) (hash(x)=2494120)
|
| 814 |
+
780 train 7.381324 (lr=2.9487e-05) (hash(x)=2364729)
|
| 815 |
+
781 train 7.446656 (lr=2.9324e-05) (hash(x)=2494320)
|
| 816 |
+
782 train 7.285203 (lr=2.9162e-05) (hash(x)=3042165)
|
| 817 |
+
783 train 7.551577 (lr=2.9000e-05) (hash(x)=3144649)
|
| 818 |
+
784 train 7.450248 (lr=2.8839e-05) (hash(x)=2686204)
|
| 819 |
+
785 train 7.511783 (lr=2.8678e-05) (hash(x)=3547013)
|
| 820 |
+
786 train 7.537108 (lr=2.8518e-05) (hash(x)=2415554)
|
| 821 |
+
787 train 7.541318 (lr=2.8358e-05) (hash(x)=2882311)
|
| 822 |
+
788 train 7.414227 (lr=2.8199e-05) (hash(x)=2796854)
|
| 823 |
+
789 train 7.595479 (lr=2.8040e-05) (hash(x)=3479214)
|
| 824 |
+
790 train 7.466133 (lr=2.7881e-05) (hash(x)=3598923)
|
| 825 |
+
791 train 7.406702 (lr=2.7724e-05) (hash(x)=2906087)
|
| 826 |
+
792 train 7.620306 (lr=2.7566e-05) (hash(x)=2551378)
|
| 827 |
+
793 train 7.622853 (lr=2.7410e-05) (hash(x)=3427643)
|
| 828 |
+
794 train 7.324991 (lr=2.7254e-05) (hash(x)=3641204)
|
| 829 |
+
795 train 7.538713 (lr=2.7098e-05) (hash(x)=3218278)
|
| 830 |
+
796 train 7.455210 (lr=2.6943e-05) (hash(x)=2334992)
|
| 831 |
+
797 train 7.404364 (lr=2.6788e-05) (hash(x)=3501271)
|
| 832 |
+
798 train 7.435220 (lr=2.6634e-05) (hash(x)=3698242)
|
| 833 |
+
799 train 7.762365 (lr=2.6481e-05) (hash(x)=2943967)
|
| 834 |
+
800 val loss 7.5056
|
| 835 |
+
800 val perplexity 1818.1195
|
| 836 |
+
800 train 7.573648 (lr=2.6328e-05) (hash(x)=2286899)
|
| 837 |
+
801 train 7.504590 (lr=2.6176e-05) (hash(x)=2263236)
|
| 838 |
+
802 train 7.575791 (lr=2.6024e-05) (hash(x)=2054042)
|
| 839 |
+
803 train 7.365855 (lr=2.5873e-05) (hash(x)=2540358)
|
| 840 |
+
804 train 7.540182 (lr=2.5722e-05) (hash(x)=2811996)
|
| 841 |
+
805 train 7.617575 (lr=2.5572e-05) (hash(x)=2927693)
|
| 842 |
+
806 train 7.422434 (lr=2.5423e-05) (hash(x)=2390390)
|
| 843 |
+
807 train 7.499634 (lr=2.5274e-05) (hash(x)=2746040)
|
| 844 |
+
808 train 7.504352 (lr=2.5125e-05) (hash(x)=3860276)
|
| 845 |
+
809 train 7.400847 (lr=2.4978e-05) (hash(x)=1625088)
|
| 846 |
+
810 train 7.321376 (lr=2.4830e-05) (hash(x)=3410298)
|
| 847 |
+
811 train 7.417576 (lr=2.4684e-05) (hash(x)=2451069)
|
| 848 |
+
812 train 8.607512 (lr=2.4538e-05) (hash(x)=3908827)
|
| 849 |
+
813 train 7.666638 (lr=2.4392e-05) (hash(x)=2819525)
|
| 850 |
+
814 train 7.210447 (lr=2.4247e-05) (hash(x)=3321238)
|
| 851 |
+
815 train 7.253762 (lr=2.4103e-05) (hash(x)=3058592)
|
| 852 |
+
816 train 7.172640 (lr=2.3959e-05) (hash(x)=2656240)
|
| 853 |
+
817 train 7.809765 (lr=2.3816e-05) (hash(x)=2877889)
|
| 854 |
+
818 train 7.479909 (lr=2.3674e-05) (hash(x)=3343391)
|
| 855 |
+
819 train 7.530747 (lr=2.3532e-05) (hash(x)=3470216)
|
| 856 |
+
820 train 7.499367 (lr=2.3391e-05) (hash(x)=2737326)
|
| 857 |
+
821 train 7.512764 (lr=2.3250e-05) (hash(x)=2307619)
|
| 858 |
+
822 train 7.613177 (lr=2.3110e-05) (hash(x)=3583913)
|
| 859 |
+
823 train 7.497216 (lr=2.2971e-05) (hash(x)=3978270)
|
| 860 |
+
824 train 7.284101 (lr=2.2832e-05) (hash(x)=2875391)
|
| 861 |
+
825 train 7.379969 (lr=2.2694e-05) (hash(x)=1947808)
|
| 862 |
+
826 train 7.423354 (lr=2.2556e-05) (hash(x)=2980393)
|
| 863 |
+
827 train 7.537014 (lr=2.2420e-05) (hash(x)=3646840)
|
| 864 |
+
828 train 7.649922 (lr=2.2283e-05) (hash(x)=2949294)
|
| 865 |
+
829 train 7.319931 (lr=2.2148e-05) (hash(x)=3240215)
|
| 866 |
+
830 train 7.661159 (lr=2.2013e-05) (hash(x)=3536109)
|
| 867 |
+
831 train 7.461557 (lr=2.1878e-05) (hash(x)=2647166)
|
| 868 |
+
832 train 7.393826 (lr=2.1745e-05) (hash(x)=3354451)
|
| 869 |
+
833 train 7.765822 (lr=2.1612e-05) (hash(x)=2780633)
|
| 870 |
+
834 train 7.653461 (lr=2.1479e-05) (hash(x)=4234876)
|
| 871 |
+
835 train 7.636785 (lr=2.1347e-05) (hash(x)=2431165)
|
| 872 |
+
836 train 7.678750 (lr=2.1216e-05) (hash(x)=3190961)
|
| 873 |
+
837 train 7.461987 (lr=2.1086e-05) (hash(x)=2819514)
|
| 874 |
+
838 train 7.337444 (lr=2.0956e-05) (hash(x)=2351525)
|
| 875 |
+
839 train 7.388110 (lr=2.0827e-05) (hash(x)=3583496)
|
| 876 |
+
840 train 7.511945 (lr=2.0698e-05) (hash(x)=2926687)
|
| 877 |
+
841 train 7.449077 (lr=2.0570e-05) (hash(x)=3830813)
|
| 878 |
+
842 train 7.786232 (lr=2.0443e-05) (hash(x)=3381957)
|
| 879 |
+
843 train 7.963102 (lr=2.0317e-05) (hash(x)=2907503)
|
| 880 |
+
844 train 7.807460 (lr=2.0191e-05) (hash(x)=4139356)
|
| 881 |
+
845 train 7.892079 (lr=2.0066e-05) (hash(x)=3178968)
|
| 882 |
+
846 train 7.412551 (lr=1.9941e-05) (hash(x)=2955919)
|
| 883 |
+
847 train 7.785867 (lr=1.9818e-05) (hash(x)=4734264)
|
| 884 |
+
848 train 7.458826 (lr=1.9694e-05) (hash(x)=2414220)
|
| 885 |
+
849 train 7.455934 (lr=1.9572e-05) (hash(x)=3586561)
|
| 886 |
+
850 val loss 7.4962
|
| 887 |
+
850 val perplexity 1801.2391
|
| 888 |
+
850 train 7.442237 (lr=1.9450e-05) (hash(x)=3015002)
|
| 889 |
+
851 train 7.805845 (lr=1.9329e-05) (hash(x)=4311226)
|
| 890 |
+
852 train 7.814644 (lr=1.9209e-05) (hash(x)=4128864)
|
| 891 |
+
853 train 7.694846 (lr=1.9089e-05) (hash(x)=2626153)
|
| 892 |
+
854 train 7.670996 (lr=1.8970e-05) (hash(x)=3591968)
|
| 893 |
+
855 train 7.457673 (lr=1.8852e-05) (hash(x)=3757961)
|
| 894 |
+
856 train 7.419512 (lr=1.8734e-05) (hash(x)=3235141)
|
| 895 |
+
857 train 7.482204 (lr=1.8618e-05) (hash(x)=3563903)
|
| 896 |
+
858 train 7.411292 (lr=1.8501e-05) (hash(x)=3264654)
|
| 897 |
+
859 train 7.287813 (lr=1.8386e-05) (hash(x)=2892205)
|
| 898 |
+
860 train 7.236824 (lr=1.8271e-05) (hash(x)=3217394)
|
| 899 |
+
861 train 7.780243 (lr=1.8157e-05) (hash(x)=3676449)
|
| 900 |
+
862 train 7.567054 (lr=1.8044e-05) (hash(x)=2509857)
|
| 901 |
+
863 train 7.546492 (lr=1.7931e-05) (hash(x)=4296014)
|
| 902 |
+
864 train 8.019617 (lr=1.7819e-05) (hash(x)=3316183)
|
| 903 |
+
865 train 7.363657 (lr=1.7708e-05) (hash(x)=3097760)
|
| 904 |
+
866 train 7.897007 (lr=1.7598e-05) (hash(x)=4161428)
|
| 905 |
+
867 train 7.311205 (lr=1.7488e-05) (hash(x)=2397094)
|
| 906 |
+
868 train 7.197265 (lr=1.7379e-05) (hash(x)=2904567)
|
| 907 |
+
869 train 7.375964 (lr=1.7271e-05) (hash(x)=2597681)
|
| 908 |
+
870 train 7.716062 (lr=1.7163e-05) (hash(x)=3344641)
|
| 909 |
+
871 train 7.436155 (lr=1.7056e-05) (hash(x)=3713912)
|
| 910 |
+
872 train 7.580998 (lr=1.6950e-05) (hash(x)=3686614)
|
| 911 |
+
873 train 7.469752 (lr=1.6845e-05) (hash(x)=3389429)
|
| 912 |
+
874 train 7.620060 (lr=1.6740e-05) (hash(x)=3786539)
|
| 913 |
+
875 train 7.415157 (lr=1.6636e-05) (hash(x)=3174315)
|
| 914 |
+
876 train 7.619607 (lr=1.6533e-05) (hash(x)=3075463)
|
| 915 |
+
877 train 7.745299 (lr=1.6431e-05) (hash(x)=3065010)
|
| 916 |
+
878 train 7.947687 (lr=1.6329e-05) (hash(x)=3217514)
|
| 917 |
+
879 train 7.577914 (lr=1.6228e-05) (hash(x)=2782831)
|
| 918 |
+
880 train 7.417246 (lr=1.6128e-05) (hash(x)=3275105)
|
| 919 |
+
881 train 7.539039 (lr=1.6029e-05) (hash(x)=3055236)
|
| 920 |
+
882 train 7.495480 (lr=1.5930e-05) (hash(x)=2609168)
|
| 921 |
+
883 train 7.449752 (lr=1.5832e-05) (hash(x)=2552776)
|
| 922 |
+
884 train 7.245572 (lr=1.5735e-05) (hash(x)=2061814)
|
| 923 |
+
885 train 7.569818 (lr=1.5639e-05) (hash(x)=3523226)
|
| 924 |
+
886 train 7.013706 (lr=1.5543e-05) (hash(x)=3355915)
|
| 925 |
+
887 train 7.404282 (lr=1.5449e-05) (hash(x)=2567876)
|
| 926 |
+
888 train 7.892108 (lr=1.5354e-05) (hash(x)=2907376)
|
| 927 |
+
889 train 7.684035 (lr=1.5261e-05) (hash(x)=2263655)
|
| 928 |
+
890 train 7.427641 (lr=1.5169e-05) (hash(x)=3018007)
|
| 929 |
+
891 train 7.563244 (lr=1.5077e-05) (hash(x)=3132777)
|
| 930 |
+
892 train 7.317602 (lr=1.4986e-05) (hash(x)=3152647)
|
| 931 |
+
893 train 7.630404 (lr=1.4896e-05) (hash(x)=3400701)
|
| 932 |
+
894 train 7.566764 (lr=1.4806e-05) (hash(x)=3500338)
|
| 933 |
+
895 train 7.372306 (lr=1.4718e-05) (hash(x)=2431080)
|
| 934 |
+
896 train 7.573184 (lr=1.4630e-05) (hash(x)=2782909)
|
| 935 |
+
897 train 7.344350 (lr=1.4543e-05) (hash(x)=3413177)
|
| 936 |
+
898 train 7.381039 (lr=1.4456e-05) (hash(x)=2629009)
|
| 937 |
+
899 train 7.613544 (lr=1.4371e-05) (hash(x)=2625679)
|
| 938 |
+
900 val loss 7.4821
|
| 939 |
+
900 val perplexity 1775.9376
|
| 940 |
+
900 train 7.503239 (lr=1.4286e-05) (hash(x)=2642823)
|
| 941 |
+
901 train 7.405985 (lr=1.4202e-05) (hash(x)=2607650)
|
| 942 |
+
902 train 7.530386 (lr=1.4119e-05) (hash(x)=3177508)
|
| 943 |
+
903 train 7.543421 (lr=1.4037e-05) (hash(x)=2932917)
|
| 944 |
+
904 train 7.568965 (lr=1.3955e-05) (hash(x)=2663836)
|
| 945 |
+
905 train 7.423760 (lr=1.3874e-05) (hash(x)=2815840)
|
| 946 |
+
906 train 7.611568 (lr=1.3794e-05) (hash(x)=2623723)
|
| 947 |
+
907 train 7.352070 (lr=1.3715e-05) (hash(x)=3428759)
|
| 948 |
+
908 train 7.516800 (lr=1.3637e-05) (hash(x)=3042894)
|
| 949 |
+
909 train 7.534652 (lr=1.3559e-05) (hash(x)=3091077)
|
| 950 |
+
910 train 7.400636 (lr=1.3482e-05) (hash(x)=3291516)
|
| 951 |
+
911 train 7.405321 (lr=1.3407e-05) (hash(x)=2417948)
|
| 952 |
+
912 train 7.353654 (lr=1.3331e-05) (hash(x)=2513340)
|
| 953 |
+
913 train 7.391990 (lr=1.3257e-05) (hash(x)=2833643)
|
| 954 |
+
914 train 7.587106 (lr=1.3183e-05) (hash(x)=3190766)
|
| 955 |
+
915 train 7.672332 (lr=1.3111e-05) (hash(x)=2474886)
|
| 956 |
+
916 train 7.235352 (lr=1.3039e-05) (hash(x)=3247777)
|
| 957 |
+
917 train 7.667085 (lr=1.2968e-05) (hash(x)=2257452)
|
| 958 |
+
918 train 7.412519 (lr=1.2897e-05) (hash(x)=3290762)
|
| 959 |
+
919 train 7.462494 (lr=1.2828e-05) (hash(x)=3892170)
|
| 960 |
+
920 train 7.414679 (lr=1.2759e-05) (hash(x)=2951042)
|
| 961 |
+
921 train 7.503744 (lr=1.2691e-05) (hash(x)=3592175)
|
| 962 |
+
922 train 7.594787 (lr=1.2624e-05) (hash(x)=4413156)
|
| 963 |
+
923 train 7.801903 (lr=1.2558e-05) (hash(x)=2884046)
|
| 964 |
+
924 train 7.503883 (lr=1.2493e-05) (hash(x)=2392123)
|
| 965 |
+
925 train 7.448651 (lr=1.2428e-05) (hash(x)=2631284)
|
| 966 |
+
926 train 7.524350 (lr=1.2364e-05) (hash(x)=2897578)
|
| 967 |
+
927 train 7.595761 (lr=1.2301e-05) (hash(x)=2912533)
|
| 968 |
+
928 train 7.350925 (lr=1.2239e-05) (hash(x)=2560638)
|
| 969 |
+
929 train 7.313988 (lr=1.2178e-05) (hash(x)=2709843)
|
| 970 |
+
930 train 7.437463 (lr=1.2118e-05) (hash(x)=2811132)
|
| 971 |
+
931 train 7.322388 (lr=1.2058e-05) (hash(x)=4656065)
|
| 972 |
+
932 train 8.113042 (lr=1.1999e-05) (hash(x)=3776860)
|
| 973 |
+
933 train 7.178877 (lr=1.1941e-05) (hash(x)=3083056)
|
| 974 |
+
934 train 7.436421 (lr=1.1884e-05) (hash(x)=3072511)
|
| 975 |
+
935 train 7.645499 (lr=1.1828e-05) (hash(x)=3329202)
|
| 976 |
+
936 train 7.767838 (lr=1.1772e-05) (hash(x)=3889488)
|
| 977 |
+
937 train 7.684964 (lr=1.1718e-05) (hash(x)=3607079)
|
| 978 |
+
938 train 7.854150 (lr=1.1664e-05) (hash(x)=2997421)
|
| 979 |
+
939 train 7.703346 (lr=1.1611e-05) (hash(x)=2922687)
|
| 980 |
+
940 train 7.541104 (lr=1.1559e-05) (hash(x)=2606887)
|
| 981 |
+
941 train 7.719440 (lr=1.1508e-05) (hash(x)=3816995)
|
| 982 |
+
942 train 7.862646 (lr=1.1457e-05) (hash(x)=3290027)
|
| 983 |
+
943 train 7.355483 (lr=1.1408e-05) (hash(x)=2613839)
|
| 984 |
+
944 train 7.387838 (lr=1.1359e-05) (hash(x)=2348558)
|
| 985 |
+
945 train 7.514312 (lr=1.1311e-05) (hash(x)=2973517)
|
| 986 |
+
946 train 7.432105 (lr=1.1264e-05) (hash(x)=2713424)
|
| 987 |
+
947 train 7.622721 (lr=1.1218e-05) (hash(x)=3050661)
|
| 988 |
+
948 train 7.377713 (lr=1.1173e-05) (hash(x)=2974673)
|
| 989 |
+
949 train 7.316993 (lr=1.1128e-05) (hash(x)=3219654)
|
| 990 |
+
950 val loss 7.4722
|
| 991 |
+
950 val perplexity 1758.5087
|
| 992 |
+
950 train 7.303560 (lr=1.1085e-05) (hash(x)=3110593)
|
| 993 |
+
951 train 7.586716 (lr=1.1042e-05) (hash(x)=3064396)
|
| 994 |
+
952 train 7.480153 (lr=1.1000e-05) (hash(x)=3693334)
|
| 995 |
+
953 train 7.472680 (lr=1.0959e-05) (hash(x)=2691151)
|
| 996 |
+
954 train 7.288827 (lr=1.0919e-05) (hash(x)=3754942)
|
| 997 |
+
955 train 7.300562 (lr=1.0879e-05) (hash(x)=3033616)
|
| 998 |
+
956 train 7.297580 (lr=1.0841e-05) (hash(x)=3287084)
|
| 999 |
+
957 train 7.727380 (lr=1.0803e-05) (hash(x)=4015530)
|
| 1000 |
+
958 train 8.217419 (lr=1.0766e-05) (hash(x)=4262983)
|
| 1001 |
+
959 train 8.227455 (lr=1.0730e-05) (hash(x)=4020245)
|
| 1002 |
+
960 train 8.154897 (lr=1.0695e-05) (hash(x)=3377032)
|
| 1003 |
+
961 train 8.179979 (lr=1.0661e-05) (hash(x)=3867253)
|
| 1004 |
+
962 train 8.123699 (lr=1.0628e-05) (hash(x)=4112510)
|
| 1005 |
+
963 train 8.183675 (lr=1.0595e-05) (hash(x)=4362570)
|
| 1006 |
+
964 train 8.108925 (lr=1.0563e-05) (hash(x)=3930313)
|
| 1007 |
+
965 train 8.125933 (lr=1.0533e-05) (hash(x)=3219449)
|
| 1008 |
+
966 train 8.175665 (lr=1.0503e-05) (hash(x)=4183096)
|
| 1009 |
+
967 train 8.216145 (lr=1.0474e-05) (hash(x)=4161781)
|
| 1010 |
+
968 train 8.117911 (lr=1.0445e-05) (hash(x)=3739940)
|
| 1011 |
+
969 train 8.326439 (lr=1.0418e-05) (hash(x)=5475477)
|
| 1012 |
+
970 train 8.126746 (lr=1.0391e-05) (hash(x)=3323796)
|
| 1013 |
+
971 train 8.305820 (lr=1.0366e-05) (hash(x)=4595815)
|
| 1014 |
+
972 train 8.201150 (lr=1.0341e-05) (hash(x)=2800363)
|
| 1015 |
+
973 train 7.550983 (lr=1.0317e-05) (hash(x)=3811908)
|
| 1016 |
+
974 train 7.536014 (lr=1.0294e-05) (hash(x)=3394824)
|
| 1017 |
+
975 train 7.659945 (lr=1.0272e-05) (hash(x)=3775118)
|
| 1018 |
+
976 train 7.946225 (lr=1.0251e-05) (hash(x)=3319189)
|
| 1019 |
+
977 train 7.550482 (lr=1.0230e-05) (hash(x)=2270334)
|
| 1020 |
+
978 train 7.467356 (lr=1.0211e-05) (hash(x)=3315180)
|
| 1021 |
+
979 train 7.314185 (lr=1.0192e-05) (hash(x)=3692980)
|
| 1022 |
+
980 train 7.507624 (lr=1.0174e-05) (hash(x)=2784313)
|
| 1023 |
+
981 train 7.427670 (lr=1.0157e-05) (hash(x)=3108034)
|
| 1024 |
+
982 train 7.437014 (lr=1.0141e-05) (hash(x)=2478481)
|
| 1025 |
+
983 train 7.352783 (lr=1.0126e-05) (hash(x)=4072794)
|
| 1026 |
+
984 train 7.659690 (lr=1.0111e-05) (hash(x)=2687805)
|
| 1027 |
+
985 train 7.352623 (lr=1.0098e-05) (hash(x)=2461586)
|
| 1028 |
+
986 train 7.369145 (lr=1.0085e-05) (hash(x)=2884749)
|
| 1029 |
+
987 train 7.515239 (lr=1.0074e-05) (hash(x)=3480755)
|
| 1030 |
+
988 train 7.630845 (lr=1.0063e-05) (hash(x)=3868079)
|
| 1031 |
+
989 train 7.544714 (lr=1.0053e-05) (hash(x)=4126260)
|
| 1032 |
+
990 train 7.507469 (lr=1.0044e-05) (hash(x)=2880733)
|
| 1033 |
+
991 train 7.584702 (lr=1.0035e-05) (hash(x)=2579288)
|
| 1034 |
+
992 train 7.316351 (lr=1.0028e-05) (hash(x)=2677892)
|
| 1035 |
+
993 train 7.384012 (lr=1.0021e-05) (hash(x)=2938560)
|
| 1036 |
+
994 train 7.519317 (lr=1.0016e-05) (hash(x)=3845646)
|
| 1037 |
+
995 train 10.906981 (lr=1.0011e-05) (hash(x)=7554381)
|
| 1038 |
+
996 train 11.985785 (lr=1.0007e-05) (hash(x)=8656217)
|
| 1039 |
+
997 train 11.994038 (lr=1.0004e-05) (hash(x)=9115187)
|
| 1040 |
+
998 train 12.539096 (lr=1.0002e-05) (hash(x)=8013822)
|
| 1041 |
+
999 val loss 7.4692
|
| 1042 |
+
999 val perplexity 1753.1829
|
| 1043 |
+
999 train 11.338999 (lr=1.0000e-05) (hash(x)=8849063)
|
lr1e-4_total_batch_size10240_seq_len64/model_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4ae998309b83430d17db6bb3ba7cd4a4a13f4f306eeb5afab9d4c76b41731940
|
| 3 |
+
size 35540418
|
lr1e-4_total_batch_size10240_seq_len64/optimizer_00999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6684444e5e8b7d2b7f64edacd72fc6baf6c4467cc77d0c348c063fdb1b386b12
|
| 3 |
+
size 70698822
|