Upload folder using huggingface_hub
Browse files- lr8e-4_total_batch_size61440_baseline_seed1341/args.json +1 -0
- lr8e-4_total_batch_size61440_baseline_seed1341/dataloader_08749.pt +3 -0
- lr8e-4_total_batch_size61440_baseline_seed1341/log2.txt +1054 -0
- lr8e-4_total_batch_size61440_baseline_seed1341/model_08749.pt +3 -0
- lr8e-4_total_batch_size61440_baseline_seed1341/optimizer_08749.pt +3 -0
lr8e-4_total_batch_size61440_baseline_seed1341/args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_11/lr8e-4_total_batch_size61440_baseline_seed1341", "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": 1341, "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": 0.0008, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "8e-4_61440", "n_embd": 256}
|
lr8e-4_total_batch_size61440_baseline_seed1341/dataloader_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:953385078aa3787b69fc6857dfd48b0a2cd2f4d27c6f8892e01211aca53d07f5
|
| 3 |
+
size 964
|
lr8e-4_total_batch_size61440_baseline_seed1341/log2.txt
ADDED
|
@@ -0,0 +1,1054 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
max_steps: 8750
|
| 2 |
+
0 val loss 11.3073
|
| 3 |
+
0 val perplexity 81417.7266
|
| 4 |
+
0 train 11.312937 (lr=1.6000e-06) (hash(x)=145079536)
|
| 5 |
+
10 train 10.253681 (lr=1.7600e-05) (hash(x)=142935521)
|
| 6 |
+
20 train 9.834095 (lr=3.3600e-05) (hash(x)=136726044)
|
| 7 |
+
30 train 9.478757 (lr=4.9600e-05) (hash(x)=149725277)
|
| 8 |
+
40 train 8.999757 (lr=6.5600e-05) (hash(x)=137527851)
|
| 9 |
+
50 train 8.481867 (lr=8.1600e-05) (hash(x)=154745873)
|
| 10 |
+
60 train 8.099227 (lr=9.7600e-05) (hash(x)=158449312)
|
| 11 |
+
70 train 7.771982 (lr=1.1360e-04) (hash(x)=158867878)
|
| 12 |
+
80 train 7.621725 (lr=1.2960e-04) (hash(x)=152693855)
|
| 13 |
+
90 train 7.544149 (lr=1.4560e-04) (hash(x)=152089620)
|
| 14 |
+
100 val loss 7.5127
|
| 15 |
+
100 val perplexity 1831.1406
|
| 16 |
+
100 train 7.648684 (lr=1.6160e-04) (hash(x)=155800595)
|
| 17 |
+
110 train 7.528376 (lr=1.7760e-04) (hash(x)=156324852)
|
| 18 |
+
120 train 7.293053 (lr=1.9360e-04) (hash(x)=148079157)
|
| 19 |
+
130 train 7.322620 (lr=2.0960e-04) (hash(x)=151260070)
|
| 20 |
+
140 train 7.192337 (lr=2.2560e-04) (hash(x)=161098412)
|
| 21 |
+
150 train 7.091570 (lr=2.4160e-04) (hash(x)=148595389)
|
| 22 |
+
160 train 6.995576 (lr=2.5760e-04) (hash(x)=162558230)
|
| 23 |
+
170 train 6.718220 (lr=2.7360e-04) (hash(x)=136967959)
|
| 24 |
+
180 train 6.968875 (lr=2.8960e-04) (hash(x)=160279390)
|
| 25 |
+
190 train 6.660629 (lr=3.0560e-04) (hash(x)=139072589)
|
| 26 |
+
200 val loss 6.7000
|
| 27 |
+
200 val perplexity 812.4421
|
| 28 |
+
200 train 6.522381 (lr=3.2160e-04) (hash(x)=145606733)
|
| 29 |
+
210 train 6.611020 (lr=3.3760e-04) (hash(x)=151385952)
|
| 30 |
+
220 train 6.468329 (lr=3.5360e-04) (hash(x)=141556767)
|
| 31 |
+
230 train 6.667230 (lr=3.6960e-04) (hash(x)=159727511)
|
| 32 |
+
240 train 6.278207 (lr=3.8560e-04) (hash(x)=145935602)
|
| 33 |
+
250 train 6.294773 (lr=4.0160e-04) (hash(x)=138221231)
|
| 34 |
+
260 train 6.352616 (lr=4.1760e-04) (hash(x)=148897684)
|
| 35 |
+
270 train 6.859878 (lr=4.3360e-04) (hash(x)=155063217)
|
| 36 |
+
280 train 6.186891 (lr=4.4960e-04) (hash(x)=147263890)
|
| 37 |
+
290 train 6.256858 (lr=4.6560e-04) (hash(x)=151660516)
|
| 38 |
+
300 val loss 6.2644
|
| 39 |
+
300 val perplexity 525.5169
|
| 40 |
+
300 train 6.197756 (lr=4.8160e-04) (hash(x)=150367139)
|
| 41 |
+
310 train 5.935308 (lr=4.9760e-04) (hash(x)=151170832)
|
| 42 |
+
320 train 6.119688 (lr=5.1360e-04) (hash(x)=138591183)
|
| 43 |
+
330 train 5.854411 (lr=5.2960e-04) (hash(x)=143603420)
|
| 44 |
+
340 train 5.969576 (lr=5.4560e-04) (hash(x)=140068134)
|
| 45 |
+
350 train 6.033711 (lr=5.6160e-04) (hash(x)=155579314)
|
| 46 |
+
360 train 5.852476 (lr=5.7760e-04) (hash(x)=148496629)
|
| 47 |
+
370 train 5.948126 (lr=5.9360e-04) (hash(x)=156763563)
|
| 48 |
+
380 train 5.805692 (lr=6.0960e-04) (hash(x)=160905666)
|
| 49 |
+
390 train 6.205638 (lr=6.2560e-04) (hash(x)=157064388)
|
| 50 |
+
400 val loss 5.9447
|
| 51 |
+
400 val perplexity 381.7289
|
| 52 |
+
400 train 6.228009 (lr=6.4160e-04) (hash(x)=155747374)
|
| 53 |
+
410 train 5.892001 (lr=6.5760e-04) (hash(x)=147294192)
|
| 54 |
+
420 train 5.913270 (lr=6.7360e-04) (hash(x)=144952473)
|
| 55 |
+
430 train 5.858772 (lr=6.8960e-04) (hash(x)=160908725)
|
| 56 |
+
440 train 5.924198 (lr=7.0560e-04) (hash(x)=145105827)
|
| 57 |
+
450 train 5.987574 (lr=7.2160e-04) (hash(x)=159334575)
|
| 58 |
+
460 train 5.795367 (lr=7.3760e-04) (hash(x)=161983315)
|
| 59 |
+
470 train 5.698085 (lr=7.5360e-04) (hash(x)=138900475)
|
| 60 |
+
480 train 5.710552 (lr=7.6960e-04) (hash(x)=152981338)
|
| 61 |
+
490 train 5.651839 (lr=7.8560e-04) (hash(x)=143353862)
|
| 62 |
+
500 val loss 5.6901
|
| 63 |
+
500 val perplexity 295.9158
|
| 64 |
+
500 train 5.562667 (lr=8.0000e-04) (hash(x)=140604760)
|
| 65 |
+
510 train 5.474851 (lr=8.0000e-04) (hash(x)=150184398)
|
| 66 |
+
520 train 5.622362 (lr=7.9999e-04) (hash(x)=141863041)
|
| 67 |
+
530 train 5.615438 (lr=7.9998e-04) (hash(x)=153148776)
|
| 68 |
+
540 train 5.522416 (lr=7.9996e-04) (hash(x)=144196873)
|
| 69 |
+
550 train 5.535979 (lr=7.9993e-04) (hash(x)=146208052)
|
| 70 |
+
560 train 5.472533 (lr=7.9991e-04) (hash(x)=139601869)
|
| 71 |
+
570 train 5.604506 (lr=7.9987e-04) (hash(x)=150976466)
|
| 72 |
+
580 train 5.538633 (lr=7.9983e-04) (hash(x)=150801563)
|
| 73 |
+
590 train 5.681022 (lr=7.9979e-04) (hash(x)=167531956)
|
| 74 |
+
600 val loss 5.5324
|
| 75 |
+
600 val perplexity 252.7431
|
| 76 |
+
600 train 5.427825 (lr=7.9974e-04) (hash(x)=148404734)
|
| 77 |
+
610 train 5.370123 (lr=7.9968e-04) (hash(x)=146223362)
|
| 78 |
+
620 train 5.349772 (lr=7.9962e-04) (hash(x)=147269386)
|
| 79 |
+
630 train 5.293811 (lr=7.9956e-04) (hash(x)=149819251)
|
| 80 |
+
640 train 5.606959 (lr=7.9949e-04) (hash(x)=146771854)
|
| 81 |
+
650 train 5.535866 (lr=7.9941e-04) (hash(x)=155681970)
|
| 82 |
+
660 train 5.255827 (lr=7.9933e-04) (hash(x)=138901204)
|
| 83 |
+
670 train 5.089808 (lr=7.9925e-04) (hash(x)=143417964)
|
| 84 |
+
680 train 5.251420 (lr=7.9915e-04) (hash(x)=141188344)
|
| 85 |
+
690 train 5.359797 (lr=7.9906e-04) (hash(x)=148101044)
|
| 86 |
+
700 val loss 5.3728
|
| 87 |
+
700 val perplexity 215.4711
|
| 88 |
+
700 train 5.378919 (lr=7.9896e-04) (hash(x)=148115934)
|
| 89 |
+
710 train 5.431343 (lr=7.9885e-04) (hash(x)=142019907)
|
| 90 |
+
720 train 5.346017 (lr=7.9874e-04) (hash(x)=144138833)
|
| 91 |
+
730 train 5.417425 (lr=7.9862e-04) (hash(x)=150694253)
|
| 92 |
+
740 train 5.236979 (lr=7.9850e-04) (hash(x)=157694921)
|
| 93 |
+
750 train 5.330241 (lr=7.9837e-04) (hash(x)=157074034)
|
| 94 |
+
760 train 5.257606 (lr=7.9824e-04) (hash(x)=157110692)
|
| 95 |
+
770 train 5.183123 (lr=7.9810e-04) (hash(x)=145925624)
|
| 96 |
+
780 train 5.286811 (lr=7.9796e-04) (hash(x)=156687510)
|
| 97 |
+
790 train 5.253814 (lr=7.9781e-04) (hash(x)=150458321)
|
| 98 |
+
800 val loss 5.2205
|
| 99 |
+
800 val perplexity 185.0344
|
| 100 |
+
800 train 5.134686 (lr=7.9765e-04) (hash(x)=137464699)
|
| 101 |
+
810 train 5.145660 (lr=7.9749e-04) (hash(x)=158371555)
|
| 102 |
+
820 train 5.147996 (lr=7.9733e-04) (hash(x)=149201877)
|
| 103 |
+
830 train 5.094794 (lr=7.9716e-04) (hash(x)=143564160)
|
| 104 |
+
840 train 5.219810 (lr=7.9699e-04) (hash(x)=153937595)
|
| 105 |
+
850 train 5.127324 (lr=7.9681e-04) (hash(x)=166955614)
|
| 106 |
+
860 train 5.125584 (lr=7.9662e-04) (hash(x)=164264614)
|
| 107 |
+
870 train 4.972665 (lr=7.9643e-04) (hash(x)=139219447)
|
| 108 |
+
880 train 5.168595 (lr=7.9624e-04) (hash(x)=151139580)
|
| 109 |
+
890 train 5.044646 (lr=7.9604e-04) (hash(x)=147154297)
|
| 110 |
+
900 val loss 5.1144
|
| 111 |
+
900 val perplexity 166.4025
|
| 112 |
+
900 train 4.910213 (lr=7.9583e-04) (hash(x)=143886042)
|
| 113 |
+
910 train 4.866188 (lr=7.9562e-04) (hash(x)=144136925)
|
| 114 |
+
920 train 5.025196 (lr=7.9541e-04) (hash(x)=139764865)
|
| 115 |
+
930 train 4.995546 (lr=7.9518e-04) (hash(x)=137258208)
|
| 116 |
+
940 train 5.075413 (lr=7.9496e-04) (hash(x)=151881247)
|
| 117 |
+
950 train 5.004519 (lr=7.9473e-04) (hash(x)=193610391)
|
| 118 |
+
960 train 4.967785 (lr=7.9449e-04) (hash(x)=149364435)
|
| 119 |
+
970 train 4.982196 (lr=7.9425e-04) (hash(x)=148828909)
|
| 120 |
+
980 train 4.762750 (lr=7.9400e-04) (hash(x)=143605331)
|
| 121 |
+
990 train 4.777688 (lr=7.9375e-04) (hash(x)=153415979)
|
| 122 |
+
1000 val loss 5.0116
|
| 123 |
+
1000 val perplexity 150.1443
|
| 124 |
+
1000 train 5.060415 (lr=7.9349e-04) (hash(x)=163799796)
|
| 125 |
+
1010 train 5.035029 (lr=7.9323e-04) (hash(x)=145937873)
|
| 126 |
+
1020 train 4.887575 (lr=7.9297e-04) (hash(x)=165459184)
|
| 127 |
+
1030 train 5.070283 (lr=7.9269e-04) (hash(x)=150932001)
|
| 128 |
+
1040 train 5.039569 (lr=7.9242e-04) (hash(x)=162567106)
|
| 129 |
+
1050 train 5.051994 (lr=7.9213e-04) (hash(x)=154107339)
|
| 130 |
+
1060 train 5.010264 (lr=7.9185e-04) (hash(x)=149509318)
|
| 131 |
+
1070 train 4.826610 (lr=7.9155e-04) (hash(x)=152383589)
|
| 132 |
+
1080 train 4.869904 (lr=7.9126e-04) (hash(x)=155926898)
|
| 133 |
+
1090 train 4.884921 (lr=7.9095e-04) (hash(x)=150988851)
|
| 134 |
+
1100 val loss 4.9136
|
| 135 |
+
1100 val perplexity 136.1261
|
| 136 |
+
1100 train 4.978097 (lr=7.9064e-04) (hash(x)=144592844)
|
| 137 |
+
1110 train 4.926829 (lr=7.9033e-04) (hash(x)=146758273)
|
| 138 |
+
1120 train 4.802599 (lr=7.9001e-04) (hash(x)=146142884)
|
| 139 |
+
1130 train 4.919405 (lr=7.8969e-04) (hash(x)=152078362)
|
| 140 |
+
1140 train 4.978499 (lr=7.8936e-04) (hash(x)=160186914)
|
| 141 |
+
1150 train 4.917404 (lr=7.8903e-04) (hash(x)=154535861)
|
| 142 |
+
1160 train 4.768675 (lr=7.8869e-04) (hash(x)=151399108)
|
| 143 |
+
1170 train 4.848087 (lr=7.8835e-04) (hash(x)=146833517)
|
| 144 |
+
1180 train 4.761436 (lr=7.8800e-04) (hash(x)=140850009)
|
| 145 |
+
1190 train 4.713735 (lr=7.8764e-04) (hash(x)=160947364)
|
| 146 |
+
1200 val loss 4.8067
|
| 147 |
+
1200 val perplexity 122.3264
|
| 148 |
+
1200 train 4.711884 (lr=7.8729e-04) (hash(x)=204706354)
|
| 149 |
+
1210 train 4.627967 (lr=7.8692e-04) (hash(x)=145764356)
|
| 150 |
+
1220 train 4.672602 (lr=7.8655e-04) (hash(x)=153116691)
|
| 151 |
+
1230 train 4.695580 (lr=7.8618e-04) (hash(x)=160544763)
|
| 152 |
+
1240 train 4.613328 (lr=7.8580e-04) (hash(x)=137389978)
|
| 153 |
+
1250 train 4.691466 (lr=7.8542e-04) (hash(x)=143783202)
|
| 154 |
+
1260 train 4.480141 (lr=7.8503e-04) (hash(x)=153470243)
|
| 155 |
+
1270 train 4.639441 (lr=7.8464e-04) (hash(x)=149055354)
|
| 156 |
+
1280 train 4.618998 (lr=7.8424e-04) (hash(x)=146874658)
|
| 157 |
+
1290 train 4.811593 (lr=7.8383e-04) (hash(x)=152527777)
|
| 158 |
+
1300 val loss 4.7526
|
| 159 |
+
1300 val perplexity 115.8848
|
| 160 |
+
1300 train 4.706355 (lr=7.8342e-04) (hash(x)=150862210)
|
| 161 |
+
1310 train 4.709020 (lr=7.8301e-04) (hash(x)=157185054)
|
| 162 |
+
1320 train 4.765158 (lr=7.8259e-04) (hash(x)=153733727)
|
| 163 |
+
1330 train 4.752318 (lr=7.8217e-04) (hash(x)=163696656)
|
| 164 |
+
1340 train 4.908749 (lr=7.8174e-04) (hash(x)=156931875)
|
| 165 |
+
1350 train 4.676847 (lr=7.8131e-04) (hash(x)=150753426)
|
| 166 |
+
1360 train 4.692238 (lr=7.8087e-04) (hash(x)=145642367)
|
| 167 |
+
1370 train 4.713358 (lr=7.8042e-04) (hash(x)=159217491)
|
| 168 |
+
1380 train 4.700126 (lr=7.7998e-04) (hash(x)=151499952)
|
| 169 |
+
1390 train 4.808195 (lr=7.7952e-04) (hash(x)=147137197)
|
| 170 |
+
1400 val loss 4.7228
|
| 171 |
+
1400 val perplexity 112.4883
|
| 172 |
+
1400 train 4.760168 (lr=7.7906e-04) (hash(x)=147766811)
|
| 173 |
+
1410 train 4.573678 (lr=7.7860e-04) (hash(x)=155728979)
|
| 174 |
+
1420 train 4.537860 (lr=7.7813e-04) (hash(x)=151858238)
|
| 175 |
+
1430 train 4.608024 (lr=7.7766e-04) (hash(x)=147007501)
|
| 176 |
+
1440 train 4.590528 (lr=7.7718e-04) (hash(x)=123449142)
|
| 177 |
+
1450 train 4.585933 (lr=7.7670e-04) (hash(x)=151177814)
|
| 178 |
+
1460 train 4.721348 (lr=7.7621e-04) (hash(x)=151804649)
|
| 179 |
+
1470 train 4.682878 (lr=7.7572e-04) (hash(x)=140614506)
|
| 180 |
+
1480 train 4.869624 (lr=7.7522e-04) (hash(x)=154590935)
|
| 181 |
+
1490 train 4.659424 (lr=7.7472e-04) (hash(x)=155969672)
|
| 182 |
+
1500 val loss 4.6581
|
| 183 |
+
1500 val perplexity 105.4323
|
| 184 |
+
1500 train 4.585139 (lr=7.7421e-04) (hash(x)=135925327)
|
| 185 |
+
1510 train 4.574001 (lr=7.7370e-04) (hash(x)=140488340)
|
| 186 |
+
1520 train 4.568420 (lr=7.7318e-04) (hash(x)=150707923)
|
| 187 |
+
1530 train 4.488186 (lr=7.7266e-04) (hash(x)=141081542)
|
| 188 |
+
1540 train 4.555531 (lr=7.7214e-04) (hash(x)=150136050)
|
| 189 |
+
1550 train 4.403236 (lr=7.7160e-04) (hash(x)=124842353)
|
| 190 |
+
1560 train 4.540962 (lr=7.7107e-04) (hash(x)=142320279)
|
| 191 |
+
1570 train 4.495803 (lr=7.7053e-04) (hash(x)=137593322)
|
| 192 |
+
1580 train 4.550569 (lr=7.6998e-04) (hash(x)=154607301)
|
| 193 |
+
1590 train 4.424615 (lr=7.6943e-04) (hash(x)=143089856)
|
| 194 |
+
1600 val loss 4.6612
|
| 195 |
+
1600 val perplexity 105.7673
|
| 196 |
+
1600 train 4.648029 (lr=7.6888e-04) (hash(x)=160440642)
|
| 197 |
+
1610 train 4.864368 (lr=7.6832e-04) (hash(x)=150875971)
|
| 198 |
+
1620 train 4.725889 (lr=7.6775e-04) (hash(x)=165443918)
|
| 199 |
+
1630 train 4.541489 (lr=7.6718e-04) (hash(x)=145853246)
|
| 200 |
+
1640 train 4.637426 (lr=7.6661e-04) (hash(x)=120920586)
|
| 201 |
+
1650 train 4.564992 (lr=7.6603e-04) (hash(x)=146732412)
|
| 202 |
+
1660 train 4.624346 (lr=7.6545e-04) (hash(x)=148900413)
|
| 203 |
+
1670 train 4.857644 (lr=7.6486e-04) (hash(x)=147090451)
|
| 204 |
+
1680 train 4.640466 (lr=7.6426e-04) (hash(x)=153099341)
|
| 205 |
+
1690 train 4.667795 (lr=7.6367e-04) (hash(x)=148556821)
|
| 206 |
+
1700 val loss 4.5850
|
| 207 |
+
1700 val perplexity 98.0010
|
| 208 |
+
1700 train 4.701464 (lr=7.6306e-04) (hash(x)=151184106)
|
| 209 |
+
1710 train 4.609515 (lr=7.6246e-04) (hash(x)=151304861)
|
| 210 |
+
1720 train 4.416762 (lr=7.6184e-04) (hash(x)=147047589)
|
| 211 |
+
1730 train 4.515694 (lr=7.6123e-04) (hash(x)=157613602)
|
| 212 |
+
1740 train 4.441167 (lr=7.6061e-04) (hash(x)=145631923)
|
| 213 |
+
1750 train 4.400390 (lr=7.5998e-04) (hash(x)=153416694)
|
| 214 |
+
1760 train 4.589398 (lr=7.5935e-04) (hash(x)=143038500)
|
| 215 |
+
1770 train 4.543981 (lr=7.5872e-04) (hash(x)=163545780)
|
| 216 |
+
1780 train 4.472878 (lr=7.5808e-04) (hash(x)=159712197)
|
| 217 |
+
1790 train 4.384040 (lr=7.5743e-04) (hash(x)=146293430)
|
| 218 |
+
1800 val loss 4.5520
|
| 219 |
+
1800 val perplexity 94.8182
|
| 220 |
+
1800 train 4.517808 (lr=7.5678e-04) (hash(x)=148100580)
|
| 221 |
+
1810 train 4.484467 (lr=7.5613e-04) (hash(x)=137858614)
|
| 222 |
+
1820 train 4.505059 (lr=7.5547e-04) (hash(x)=155765218)
|
| 223 |
+
1830 train 4.425115 (lr=7.5481e-04) (hash(x)=147554787)
|
| 224 |
+
1840 train 4.506282 (lr=7.5414e-04) (hash(x)=160001341)
|
| 225 |
+
1850 train 4.386587 (lr=7.5347e-04) (hash(x)=153059873)
|
| 226 |
+
1860 train 4.337109 (lr=7.5279e-04) (hash(x)=155656532)
|
| 227 |
+
1870 train 4.400809 (lr=7.5211e-04) (hash(x)=146515528)
|
| 228 |
+
1880 train 4.272449 (lr=7.5143e-04) (hash(x)=144385809)
|
| 229 |
+
1890 train 4.317949 (lr=7.5074e-04) (hash(x)=150375274)
|
| 230 |
+
1900 val loss 4.5734
|
| 231 |
+
1900 val perplexity 96.8743
|
| 232 |
+
1900 train 4.320110 (lr=7.5004e-04) (hash(x)=149434659)
|
| 233 |
+
1910 train 4.413660 (lr=7.4934e-04) (hash(x)=140811482)
|
| 234 |
+
1920 train 4.489527 (lr=7.4864e-04) (hash(x)=149776450)
|
| 235 |
+
1930 train 4.477855 (lr=7.4793e-04) (hash(x)=153611546)
|
| 236 |
+
1940 train 4.561223 (lr=7.4722e-04) (hash(x)=152628274)
|
| 237 |
+
1950 train 4.485078 (lr=7.4650e-04) (hash(x)=151183924)
|
| 238 |
+
1960 train 4.577679 (lr=7.4578e-04) (hash(x)=143507386)
|
| 239 |
+
1970 train 4.607583 (lr=7.4505e-04) (hash(x)=180301574)
|
| 240 |
+
1980 train 4.518426 (lr=7.4432e-04) (hash(x)=156383157)
|
| 241 |
+
1990 train 4.561419 (lr=7.4359e-04) (hash(x)=145911523)
|
| 242 |
+
2000 val loss 4.4962
|
| 243 |
+
2000 val perplexity 89.6785
|
| 244 |
+
2000 train 4.553709 (lr=7.4285e-04) (hash(x)=152285486)
|
| 245 |
+
2010 train 4.467383 (lr=7.4211e-04) (hash(x)=154531062)
|
| 246 |
+
2020 train 4.432123 (lr=7.4136e-04) (hash(x)=154403800)
|
| 247 |
+
2030 train 4.517902 (lr=7.4061e-04) (hash(x)=153109813)
|
| 248 |
+
2040 train 4.578059 (lr=7.3985e-04) (hash(x)=149156251)
|
| 249 |
+
2050 train 4.378663 (lr=7.3909e-04) (hash(x)=147613800)
|
| 250 |
+
2060 train 4.520594 (lr=7.3833e-04) (hash(x)=160283013)
|
| 251 |
+
2070 train 4.481216 (lr=7.3756e-04) (hash(x)=141632717)
|
| 252 |
+
2080 train 4.434110 (lr=7.3678e-04) (hash(x)=147292755)
|
| 253 |
+
2090 train 4.607162 (lr=7.3600e-04) (hash(x)=146447537)
|
| 254 |
+
2100 val loss 4.4652
|
| 255 |
+
2100 val perplexity 86.9349
|
| 256 |
+
2100 train 4.238595 (lr=7.3522e-04) (hash(x)=144294295)
|
| 257 |
+
2110 train 4.789235 (lr=7.3444e-04) (hash(x)=142838110)
|
| 258 |
+
2120 train 4.743314 (lr=7.3364e-04) (hash(x)=151878701)
|
| 259 |
+
2130 train 4.333349 (lr=7.3285e-04) (hash(x)=143929160)
|
| 260 |
+
2140 train 4.312211 (lr=7.3205e-04) (hash(x)=149368632)
|
| 261 |
+
2150 train 4.386852 (lr=7.3125e-04) (hash(x)=141460003)
|
| 262 |
+
2160 train 4.354455 (lr=7.3044e-04) (hash(x)=140793655)
|
| 263 |
+
2170 train 4.500341 (lr=7.2963e-04) (hash(x)=146336171)
|
| 264 |
+
2180 train 4.322476 (lr=7.2881e-04) (hash(x)=150200011)
|
| 265 |
+
2190 train 4.369924 (lr=7.2799e-04) (hash(x)=155337561)
|
| 266 |
+
2200 val loss 4.4795
|
| 267 |
+
2200 val perplexity 88.1947
|
| 268 |
+
2200 train 4.381548 (lr=7.2716e-04) (hash(x)=175030215)
|
| 269 |
+
2210 train 4.528163 (lr=7.2634e-04) (hash(x)=139653118)
|
| 270 |
+
2220 train 4.392248 (lr=7.2550e-04) (hash(x)=151690464)
|
| 271 |
+
2230 train 4.130691 (lr=7.2467e-04) (hash(x)=164526288)
|
| 272 |
+
2240 train 4.245984 (lr=7.2382e-04) (hash(x)=141536420)
|
| 273 |
+
2250 train 4.451756 (lr=7.2298e-04) (hash(x)=167362519)
|
| 274 |
+
2260 train 4.205047 (lr=7.2213e-04) (hash(x)=142323410)
|
| 275 |
+
2270 train 4.618705 (lr=7.2128e-04) (hash(x)=176298114)
|
| 276 |
+
2280 train 4.309641 (lr=7.2042e-04) (hash(x)=149454362)
|
| 277 |
+
2290 train 4.418263 (lr=7.1956e-04) (hash(x)=172920991)
|
| 278 |
+
2300 val loss 4.4613
|
| 279 |
+
2300 val perplexity 86.5992
|
| 280 |
+
2300 train 4.398343 (lr=7.1869e-04) (hash(x)=150831428)
|
| 281 |
+
2310 train 4.264321 (lr=7.1782e-04) (hash(x)=141773102)
|
| 282 |
+
2320 train 4.205518 (lr=7.1695e-04) (hash(x)=146520072)
|
| 283 |
+
2330 train 4.419141 (lr=7.1607e-04) (hash(x)=174782103)
|
| 284 |
+
2340 train 4.517644 (lr=7.1519e-04) (hash(x)=171102155)
|
| 285 |
+
2350 train 4.354145 (lr=7.1430e-04) (hash(x)=152910404)
|
| 286 |
+
2360 train 4.351776 (lr=7.1341e-04) (hash(x)=147122637)
|
| 287 |
+
2370 train 4.278933 (lr=7.1252e-04) (hash(x)=152558061)
|
| 288 |
+
2380 train 4.356750 (lr=7.1162e-04) (hash(x)=146957950)
|
| 289 |
+
2390 train 4.399635 (lr=7.1072e-04) (hash(x)=156879460)
|
| 290 |
+
2400 val loss 4.4108
|
| 291 |
+
2400 val perplexity 82.3393
|
| 292 |
+
2400 train 4.560460 (lr=7.0981e-04) (hash(x)=140808297)
|
| 293 |
+
2410 train 4.286865 (lr=7.0890e-04) (hash(x)=164207329)
|
| 294 |
+
2420 train 4.485755 (lr=7.0799e-04) (hash(x)=150119566)
|
| 295 |
+
2430 train 4.341370 (lr=7.0707e-04) (hash(x)=148059202)
|
| 296 |
+
2440 train 4.411613 (lr=7.0615e-04) (hash(x)=144913823)
|
| 297 |
+
2450 train 4.573187 (lr=7.0523e-04) (hash(x)=155469321)
|
| 298 |
+
2460 train 4.603648 (lr=7.0430e-04) (hash(x)=147971519)
|
| 299 |
+
2470 train 4.318815 (lr=7.0337e-04) (hash(x)=151115240)
|
| 300 |
+
2480 train 4.325778 (lr=7.0243e-04) (hash(x)=158904683)
|
| 301 |
+
2490 train 4.327302 (lr=7.0149e-04) (hash(x)=153639698)
|
| 302 |
+
2500 val loss 4.4121
|
| 303 |
+
2500 val perplexity 82.4450
|
| 304 |
+
2500 train 4.365186 (lr=7.0054e-04) (hash(x)=153160275)
|
| 305 |
+
2510 train 4.189418 (lr=6.9960e-04) (hash(x)=166439539)
|
| 306 |
+
2520 train 4.450213 (lr=6.9864e-04) (hash(x)=141364112)
|
| 307 |
+
2530 train 4.410044 (lr=6.9769e-04) (hash(x)=147911679)
|
| 308 |
+
2540 train 4.358334 (lr=6.9673e-04) (hash(x)=152607847)
|
| 309 |
+
2550 train 4.298596 (lr=6.9577e-04) (hash(x)=149178874)
|
| 310 |
+
2560 train 4.448351 (lr=6.9480e-04) (hash(x)=158403024)
|
| 311 |
+
2570 train 4.315617 (lr=6.9383e-04) (hash(x)=148252901)
|
| 312 |
+
2580 train 4.345636 (lr=6.9286e-04) (hash(x)=156933994)
|
| 313 |
+
2590 train 4.293121 (lr=6.9188e-04) (hash(x)=147869995)
|
| 314 |
+
2600 val loss 4.3973
|
| 315 |
+
2600 val perplexity 81.2273
|
| 316 |
+
2600 train 4.302682 (lr=6.9090e-04) (hash(x)=133990623)
|
| 317 |
+
2610 train 4.384042 (lr=6.8991e-04) (hash(x)=155745526)
|
| 318 |
+
2620 train 4.285774 (lr=6.8892e-04) (hash(x)=145640933)
|
| 319 |
+
2630 train 4.363212 (lr=6.8793e-04) (hash(x)=144600130)
|
| 320 |
+
2640 train 4.188065 (lr=6.8694e-04) (hash(x)=143319960)
|
| 321 |
+
2650 train 4.133358 (lr=6.8594e-04) (hash(x)=144841781)
|
| 322 |
+
2660 train 4.390707 (lr=6.8493e-04) (hash(x)=142306571)
|
| 323 |
+
2670 train 4.313295 (lr=6.8393e-04) (hash(x)=150824939)
|
| 324 |
+
2680 train 4.360540 (lr=6.8292e-04) (hash(x)=144954685)
|
| 325 |
+
2690 train 4.154921 (lr=6.8190e-04) (hash(x)=144071317)
|
| 326 |
+
2700 val loss 4.4084
|
| 327 |
+
2700 val perplexity 82.1403
|
| 328 |
+
2700 train 4.283868 (lr=6.8089e-04) (hash(x)=142860944)
|
| 329 |
+
2710 train 4.284176 (lr=6.7987e-04) (hash(x)=150879676)
|
| 330 |
+
2720 train 4.158360 (lr=6.7884e-04) (hash(x)=158434126)
|
| 331 |
+
2730 train 4.451266 (lr=6.7782e-04) (hash(x)=149786230)
|
| 332 |
+
2740 train 4.454788 (lr=6.7678e-04) (hash(x)=148769334)
|
| 333 |
+
2750 train 4.381790 (lr=6.7575e-04) (hash(x)=151565702)
|
| 334 |
+
2760 train 4.521334 (lr=6.7471e-04) (hash(x)=162471158)
|
| 335 |
+
2770 train 4.407189 (lr=6.7367e-04) (hash(x)=168950803)
|
| 336 |
+
2780 train 4.475935 (lr=6.7263e-04) (hash(x)=149815020)
|
| 337 |
+
2790 train 4.403244 (lr=6.7158e-04) (hash(x)=161235555)
|
| 338 |
+
2800 val loss 4.3746
|
| 339 |
+
2800 val perplexity 79.4119
|
| 340 |
+
2800 train 4.302833 (lr=6.7053e-04) (hash(x)=137959511)
|
| 341 |
+
2810 train 4.452413 (lr=6.6947e-04) (hash(x)=148420397)
|
| 342 |
+
2820 train 4.350205 (lr=6.6841e-04) (hash(x)=151862744)
|
| 343 |
+
2830 train 4.433136 (lr=6.6735e-04) (hash(x)=153223303)
|
| 344 |
+
2840 train 4.380392 (lr=6.6629e-04) (hash(x)=149794760)
|
| 345 |
+
2850 train 4.452172 (lr=6.6522e-04) (hash(x)=153517085)
|
| 346 |
+
2860 train 4.434106 (lr=6.6415e-04) (hash(x)=152044927)
|
| 347 |
+
2870 train 4.619443 (lr=6.6308e-04) (hash(x)=139708749)
|
| 348 |
+
2880 train 4.350974 (lr=6.6200e-04) (hash(x)=152675893)
|
| 349 |
+
2890 train 4.377901 (lr=6.6092e-04) (hash(x)=153950772)
|
| 350 |
+
2900 val loss 4.3427
|
| 351 |
+
2900 val perplexity 76.9125
|
| 352 |
+
2900 train 4.306933 (lr=6.5983e-04) (hash(x)=147009873)
|
| 353 |
+
2910 train 4.401606 (lr=6.5875e-04) (hash(x)=147497701)
|
| 354 |
+
2920 train 4.495472 (lr=6.5766e-04) (hash(x)=149615491)
|
| 355 |
+
2930 train 4.517495 (lr=6.5656e-04) (hash(x)=152588554)
|
| 356 |
+
2940 train 4.331928 (lr=6.5547e-04) (hash(x)=147080266)
|
| 357 |
+
2950 train 4.567911 (lr=6.5437e-04) (hash(x)=149607682)
|
| 358 |
+
2960 train 4.283422 (lr=6.5326e-04) (hash(x)=156855690)
|
| 359 |
+
2970 train 4.283480 (lr=6.5216e-04) (hash(x)=147759452)
|
| 360 |
+
2980 train 4.194015 (lr=6.5105e-04) (hash(x)=168906251)
|
| 361 |
+
2990 train 4.346195 (lr=6.4994e-04) (hash(x)=159612982)
|
| 362 |
+
3000 val loss 4.3432
|
| 363 |
+
3000 val perplexity 76.9498
|
| 364 |
+
3000 train 4.195820 (lr=6.4882e-04) (hash(x)=158264841)
|
| 365 |
+
3010 train 4.205524 (lr=6.4770e-04) (hash(x)=151971710)
|
| 366 |
+
3020 train 4.273114 (lr=6.4658e-04) (hash(x)=148961929)
|
| 367 |
+
3030 train 4.066615 (lr=6.4546e-04) (hash(x)=144951447)
|
| 368 |
+
3040 train 4.122841 (lr=6.4433e-04) (hash(x)=137727737)
|
| 369 |
+
3050 train 4.144409 (lr=6.4320e-04) (hash(x)=145598216)
|
| 370 |
+
3060 train 4.142012 (lr=6.4207e-04) (hash(x)=139250122)
|
| 371 |
+
3070 train 4.203722 (lr=6.4093e-04) (hash(x)=158020889)
|
| 372 |
+
3080 train 4.037512 (lr=6.3979e-04) (hash(x)=147345272)
|
| 373 |
+
3090 train 4.067163 (lr=6.3865e-04) (hash(x)=148006111)
|
| 374 |
+
3100 val loss 4.3466
|
| 375 |
+
3100 val perplexity 77.2159
|
| 376 |
+
3100 train 4.199658 (lr=6.3750e-04) (hash(x)=139232251)
|
| 377 |
+
3110 train 4.018833 (lr=6.3636e-04) (hash(x)=164654684)
|
| 378 |
+
3120 train 4.255218 (lr=6.3521e-04) (hash(x)=153975753)
|
| 379 |
+
3130 train 4.395474 (lr=6.3405e-04) (hash(x)=154784772)
|
| 380 |
+
3140 train 4.260893 (lr=6.3290e-04) (hash(x)=156671619)
|
| 381 |
+
3150 train 4.244913 (lr=6.3174e-04) (hash(x)=158188012)
|
| 382 |
+
3160 train 4.339773 (lr=6.3058e-04) (hash(x)=152266024)
|
| 383 |
+
3170 train 4.322195 (lr=6.2941e-04) (hash(x)=145418617)
|
| 384 |
+
3180 train 4.359796 (lr=6.2825e-04) (hash(x)=149947903)
|
| 385 |
+
3190 train 4.239587 (lr=6.2708e-04) (hash(x)=156664225)
|
| 386 |
+
3200 val loss 4.3147
|
| 387 |
+
3200 val perplexity 74.7906
|
| 388 |
+
3200 train 4.362389 (lr=6.2590e-04) (hash(x)=153436104)
|
| 389 |
+
3210 train 4.434961 (lr=6.2473e-04) (hash(x)=163550923)
|
| 390 |
+
3220 train 4.198683 (lr=6.2355e-04) (hash(x)=144583183)
|
| 391 |
+
3230 train 4.268973 (lr=6.2237e-04) (hash(x)=165547680)
|
| 392 |
+
3240 train 4.570931 (lr=6.2119e-04) (hash(x)=152195267)
|
| 393 |
+
3250 train 4.338094 (lr=6.2000e-04) (hash(x)=150040234)
|
| 394 |
+
3260 train 4.328497 (lr=6.1881e-04) (hash(x)=143788229)
|
| 395 |
+
3270 train 4.183576 (lr=6.1762e-04) (hash(x)=154472495)
|
| 396 |
+
3280 train 4.188994 (lr=6.1643e-04) (hash(x)=162620947)
|
| 397 |
+
3290 train 4.312498 (lr=6.1523e-04) (hash(x)=157731379)
|
| 398 |
+
3300 val loss 4.3095
|
| 399 |
+
3300 val perplexity 74.4046
|
| 400 |
+
3300 train 4.170506 (lr=6.1403e-04) (hash(x)=149681831)
|
| 401 |
+
3310 train 4.240686 (lr=6.1283e-04) (hash(x)=147216223)
|
| 402 |
+
3320 train 4.168376 (lr=6.1163e-04) (hash(x)=146478959)
|
| 403 |
+
3330 train 4.274387 (lr=6.1042e-04) (hash(x)=161840239)
|
| 404 |
+
3340 train 4.257120 (lr=6.0921e-04) (hash(x)=141748686)
|
| 405 |
+
3350 train 4.076930 (lr=6.0800e-04) (hash(x)=134782096)
|
| 406 |
+
3360 train 4.278628 (lr=6.0679e-04) (hash(x)=164103503)
|
| 407 |
+
3370 train 4.132045 (lr=6.0557e-04) (hash(x)=144658716)
|
| 408 |
+
3380 train 4.058353 (lr=6.0435e-04) (hash(x)=144343513)
|
| 409 |
+
3390 train 4.143628 (lr=6.0313e-04) (hash(x)=145365816)
|
| 410 |
+
3400 val loss 4.3108
|
| 411 |
+
3400 val perplexity 74.4993
|
| 412 |
+
3400 train 4.160998 (lr=6.0191e-04) (hash(x)=168425516)
|
| 413 |
+
3410 train 4.109692 (lr=6.0068e-04) (hash(x)=139704073)
|
| 414 |
+
3420 train 4.229676 (lr=5.9945e-04) (hash(x)=156592513)
|
| 415 |
+
3430 train 4.225341 (lr=5.9822e-04) (hash(x)=136773063)
|
| 416 |
+
3440 train 4.230970 (lr=5.9699e-04) (hash(x)=162468494)
|
| 417 |
+
3450 train 4.288318 (lr=5.9576e-04) (hash(x)=143829320)
|
| 418 |
+
3460 train 4.343143 (lr=5.9452e-04) (hash(x)=158562331)
|
| 419 |
+
3470 train 4.335339 (lr=5.9328e-04) (hash(x)=151882487)
|
| 420 |
+
3480 train 4.325079 (lr=5.9204e-04) (hash(x)=150575558)
|
| 421 |
+
3490 train 4.213542 (lr=5.9080e-04) (hash(x)=147407741)
|
| 422 |
+
3500 val loss 4.2707
|
| 423 |
+
3500 val perplexity 71.5683
|
| 424 |
+
3500 train 4.317217 (lr=5.8955e-04) (hash(x)=163104338)
|
| 425 |
+
3510 train 4.246094 (lr=5.8830e-04) (hash(x)=157461421)
|
| 426 |
+
3520 train 4.202423 (lr=5.8705e-04) (hash(x)=151459070)
|
| 427 |
+
3530 train 4.148893 (lr=5.8580e-04) (hash(x)=150777169)
|
| 428 |
+
3540 train 4.290895 (lr=5.8454e-04) (hash(x)=159138904)
|
| 429 |
+
3550 train 4.207471 (lr=5.8329e-04) (hash(x)=157853732)
|
| 430 |
+
3560 train 4.177369 (lr=5.8203e-04) (hash(x)=152552809)
|
| 431 |
+
3570 train 4.232069 (lr=5.8077e-04) (hash(x)=145219770)
|
| 432 |
+
3580 train 4.176418 (lr=5.7951e-04) (hash(x)=147325185)
|
| 433 |
+
3590 train 4.271831 (lr=5.7824e-04) (hash(x)=146746257)
|
| 434 |
+
3600 val loss 4.2682
|
| 435 |
+
3600 val perplexity 71.3918
|
| 436 |
+
3600 train 4.125894 (lr=5.7697e-04) (hash(x)=165109772)
|
| 437 |
+
3610 train 4.077296 (lr=5.7571e-04) (hash(x)=142561694)
|
| 438 |
+
3620 train 4.230652 (lr=5.7443e-04) (hash(x)=153512606)
|
| 439 |
+
3630 train 4.079939 (lr=5.7316e-04) (hash(x)=140485474)
|
| 440 |
+
3640 train 4.207884 (lr=5.7189e-04) (hash(x)=142084056)
|
| 441 |
+
3650 train 4.243262 (lr=5.7061e-04) (hash(x)=143729044)
|
| 442 |
+
3660 train 4.149714 (lr=5.6933e-04) (hash(x)=129606055)
|
| 443 |
+
3670 train 4.183328 (lr=5.6805e-04) (hash(x)=149878209)
|
| 444 |
+
3680 train 4.011010 (lr=5.6677e-04) (hash(x)=147988422)
|
| 445 |
+
3690 train 4.108144 (lr=5.6549e-04) (hash(x)=134245780)
|
| 446 |
+
3700 val loss 4.2891
|
| 447 |
+
3700 val perplexity 72.9026
|
| 448 |
+
3700 train 4.022334 (lr=5.6420e-04) (hash(x)=153420306)
|
| 449 |
+
3710 train 4.198476 (lr=5.6291e-04) (hash(x)=151618359)
|
| 450 |
+
3720 train 4.093060 (lr=5.6162e-04) (hash(x)=146201479)
|
| 451 |
+
3730 train 4.142612 (lr=5.6033e-04) (hash(x)=173571327)
|
| 452 |
+
3740 train 4.270527 (lr=5.5904e-04) (hash(x)=141793500)
|
| 453 |
+
3750 train 4.361817 (lr=5.5774e-04) (hash(x)=184628568)
|
| 454 |
+
3760 train 4.318676 (lr=5.5645e-04) (hash(x)=143308741)
|
| 455 |
+
3770 train 4.455672 (lr=5.5515e-04) (hash(x)=151283512)
|
| 456 |
+
3780 train 4.257936 (lr=5.5385e-04) (hash(x)=143336516)
|
| 457 |
+
3790 train 4.272225 (lr=5.5255e-04) (hash(x)=148124486)
|
| 458 |
+
3800 val loss 4.2497
|
| 459 |
+
3800 val perplexity 70.0819
|
| 460 |
+
3800 train 4.154808 (lr=5.5125e-04) (hash(x)=160168863)
|
| 461 |
+
3810 train 4.186069 (lr=5.4994e-04) (hash(x)=155072251)
|
| 462 |
+
3820 train 4.376506 (lr=5.4864e-04) (hash(x)=153837417)
|
| 463 |
+
3830 train 4.444569 (lr=5.4733e-04) (hash(x)=130032011)
|
| 464 |
+
3840 train 4.141962 (lr=5.4602e-04) (hash(x)=146270962)
|
| 465 |
+
3850 train 4.158966 (lr=5.4471e-04) (hash(x)=146936934)
|
| 466 |
+
3860 train 4.087778 (lr=5.4340e-04) (hash(x)=165785187)
|
| 467 |
+
3870 train 4.289525 (lr=5.4208e-04) (hash(x)=145393482)
|
| 468 |
+
3880 train 4.227941 (lr=5.4077e-04) (hash(x)=148819533)
|
| 469 |
+
3890 train 4.098371 (lr=5.3945e-04) (hash(x)=146870411)
|
| 470 |
+
3900 val loss 4.2445
|
| 471 |
+
3900 val perplexity 69.7190
|
| 472 |
+
3900 train 4.108290 (lr=5.3813e-04) (hash(x)=153906073)
|
| 473 |
+
3910 train 4.213614 (lr=5.3681e-04) (hash(x)=135632500)
|
| 474 |
+
3920 train 4.233675 (lr=5.3549e-04) (hash(x)=147393037)
|
| 475 |
+
3930 train 4.386272 (lr=5.3417e-04) (hash(x)=150847811)
|
| 476 |
+
3940 train 4.157756 (lr=5.3284e-04) (hash(x)=150253123)
|
| 477 |
+
3950 train 4.036664 (lr=5.3152e-04) (hash(x)=162609448)
|
| 478 |
+
3960 train 4.048598 (lr=5.3019e-04) (hash(x)=150901940)
|
| 479 |
+
3970 train 4.079626 (lr=5.2886e-04) (hash(x)=149698197)
|
| 480 |
+
3980 train 4.177452 (lr=5.2754e-04) (hash(x)=156055141)
|
| 481 |
+
3990 train 4.142100 (lr=5.2620e-04) (hash(x)=163154074)
|
| 482 |
+
4000 val loss 4.2459
|
| 483 |
+
4000 val perplexity 69.8205
|
| 484 |
+
4000 train 4.206126 (lr=5.2487e-04) (hash(x)=151055067)
|
| 485 |
+
4010 train 4.137608 (lr=5.2354e-04) (hash(x)=149313232)
|
| 486 |
+
4020 train 4.184261 (lr=5.2221e-04) (hash(x)=144350585)
|
| 487 |
+
4030 train 4.188681 (lr=5.2087e-04) (hash(x)=143139724)
|
| 488 |
+
4040 train 4.257005 (lr=5.1953e-04) (hash(x)=137534879)
|
| 489 |
+
4050 train 4.137333 (lr=5.1820e-04) (hash(x)=147037092)
|
| 490 |
+
4060 train 4.175642 (lr=5.1686e-04) (hash(x)=149915654)
|
| 491 |
+
4070 train 4.115957 (lr=5.1552e-04) (hash(x)=148002990)
|
| 492 |
+
4080 train 4.104807 (lr=5.1418e-04) (hash(x)=141860091)
|
| 493 |
+
4090 train 4.253425 (lr=5.1284e-04) (hash(x)=152510717)
|
| 494 |
+
4100 val loss 4.2308
|
| 495 |
+
4100 val perplexity 68.7729
|
| 496 |
+
4100 train 4.132714 (lr=5.1149e-04) (hash(x)=149629830)
|
| 497 |
+
4110 train 4.121681 (lr=5.1015e-04) (hash(x)=143677674)
|
| 498 |
+
4120 train 4.244156 (lr=5.0880e-04) (hash(x)=143870235)
|
| 499 |
+
4130 train 4.210710 (lr=5.0746e-04) (hash(x)=156172240)
|
| 500 |
+
4140 train 4.073153 (lr=5.0611e-04) (hash(x)=142768662)
|
| 501 |
+
4150 train 4.115337 (lr=5.0476e-04) (hash(x)=151256841)
|
| 502 |
+
4160 train 4.203154 (lr=5.0341e-04) (hash(x)=144941747)
|
| 503 |
+
4170 train 4.104798 (lr=5.0206e-04) (hash(x)=143588738)
|
| 504 |
+
4180 train 4.065665 (lr=5.0071e-04) (hash(x)=145117633)
|
| 505 |
+
4190 train 4.233299 (lr=4.9936e-04) (hash(x)=158244222)
|
| 506 |
+
4200 val loss 4.2212
|
| 507 |
+
4200 val perplexity 68.1160
|
| 508 |
+
4200 train 4.126451 (lr=4.9801e-04) (hash(x)=143101381)
|
| 509 |
+
4210 train 4.141376 (lr=4.9665e-04) (hash(x)=148704069)
|
| 510 |
+
4220 train 4.063908 (lr=4.9530e-04) (hash(x)=165334845)
|
| 511 |
+
4230 train 4.101263 (lr=4.9395e-04) (hash(x)=147150527)
|
| 512 |
+
4240 train 4.094983 (lr=4.9259e-04) (hash(x)=150118606)
|
| 513 |
+
4250 train 4.064862 (lr=4.9123e-04) (hash(x)=142159597)
|
| 514 |
+
4260 train 4.094342 (lr=4.8988e-04) (hash(x)=152185092)
|
| 515 |
+
4270 train 4.109426 (lr=4.8852e-04) (hash(x)=148870173)
|
| 516 |
+
4280 train 4.122981 (lr=4.8716e-04) (hash(x)=150977664)
|
| 517 |
+
4290 train 4.201859 (lr=4.8580e-04) (hash(x)=165032394)
|
| 518 |
+
4300 val loss 4.2210
|
| 519 |
+
4300 val perplexity 68.1038
|
| 520 |
+
4300 train 4.206903 (lr=4.8444e-04) (hash(x)=149712044)
|
| 521 |
+
4310 train 4.131742 (lr=4.8308e-04) (hash(x)=151956500)
|
| 522 |
+
4320 train 4.312198 (lr=4.8172e-04) (hash(x)=136107484)
|
| 523 |
+
4330 train 4.386028 (lr=4.8036e-04) (hash(x)=160783980)
|
| 524 |
+
4340 train 4.272161 (lr=4.7899e-04) (hash(x)=151772228)
|
| 525 |
+
4350 train 4.073689 (lr=4.7763e-04) (hash(x)=176468048)
|
| 526 |
+
4360 train 4.162971 (lr=4.7627e-04) (hash(x)=144588632)
|
| 527 |
+
4370 train 4.187658 (lr=4.7490e-04) (hash(x)=156374655)
|
| 528 |
+
4380 train 4.291203 (lr=4.7354e-04) (hash(x)=148502191)
|
| 529 |
+
4390 train 4.380150 (lr=4.7217e-04) (hash(x)=152391280)
|
| 530 |
+
4400 val loss 4.2064
|
| 531 |
+
4400 val perplexity 67.1118
|
| 532 |
+
4400 train 4.109535 (lr=4.7081e-04) (hash(x)=153446449)
|
| 533 |
+
4410 train 4.185249 (lr=4.6944e-04) (hash(x)=167668129)
|
| 534 |
+
4420 train 4.124903 (lr=4.6807e-04) (hash(x)=148598803)
|
| 535 |
+
4430 train 4.191690 (lr=4.6671e-04) (hash(x)=161720292)
|
| 536 |
+
4440 train 4.031214 (lr=4.6534e-04) (hash(x)=144133776)
|
| 537 |
+
4450 train 4.138827 (lr=4.6397e-04) (hash(x)=151057987)
|
| 538 |
+
4460 train 4.161412 (lr=4.6260e-04) (hash(x)=151971972)
|
| 539 |
+
4470 train 4.021616 (lr=4.6124e-04) (hash(x)=140885903)
|
| 540 |
+
4480 train 4.050742 (lr=4.5987e-04) (hash(x)=138198700)
|
| 541 |
+
4490 train 4.134315 (lr=4.5850e-04) (hash(x)=150424198)
|
| 542 |
+
4500 val loss 4.1964
|
| 543 |
+
4500 val perplexity 66.4463
|
| 544 |
+
4500 train 4.143161 (lr=4.5713e-04) (hash(x)=146086947)
|
| 545 |
+
4510 train 4.127955 (lr=4.5576e-04) (hash(x)=145752336)
|
| 546 |
+
4520 train 4.079544 (lr=4.5439e-04) (hash(x)=145005726)
|
| 547 |
+
4530 train 4.082895 (lr=4.5302e-04) (hash(x)=144116626)
|
| 548 |
+
4540 train 4.132119 (lr=4.5165e-04) (hash(x)=164507978)
|
| 549 |
+
4550 train 4.017431 (lr=4.5028e-04) (hash(x)=154512699)
|
| 550 |
+
4560 train 4.117078 (lr=4.4891e-04) (hash(x)=149920787)
|
| 551 |
+
4570 train 4.024415 (lr=4.4754e-04) (hash(x)=155720526)
|
| 552 |
+
4580 train 4.089893 (lr=4.4617e-04) (hash(x)=149918053)
|
| 553 |
+
4590 train 4.234351 (lr=4.4480e-04) (hash(x)=170567219)
|
| 554 |
+
4600 val loss 4.1999
|
| 555 |
+
4600 val perplexity 66.6819
|
| 556 |
+
4600 train 4.092412 (lr=4.4343e-04) (hash(x)=153800173)
|
| 557 |
+
4610 train 4.058306 (lr=4.4206e-04) (hash(x)=151762309)
|
| 558 |
+
4620 train 4.141501 (lr=4.4069e-04) (hash(x)=138620238)
|
| 559 |
+
4630 train 4.073752 (lr=4.3931e-04) (hash(x)=155847676)
|
| 560 |
+
4640 train 4.205337 (lr=4.3794e-04) (hash(x)=159145173)
|
| 561 |
+
4650 train 4.245983 (lr=4.3657e-04) (hash(x)=163662103)
|
| 562 |
+
4660 train 4.132617 (lr=4.3520e-04) (hash(x)=168862572)
|
| 563 |
+
4670 train 5.297637 (lr=4.3383e-04) (hash(x)=128395338)
|
| 564 |
+
4680 train 4.042050 (lr=4.3246e-04) (hash(x)=149975049)
|
| 565 |
+
4690 train 4.068012 (lr=4.3109e-04) (hash(x)=156604294)
|
| 566 |
+
4700 val loss 4.1834
|
| 567 |
+
4700 val perplexity 65.5861
|
| 568 |
+
4700 train 4.347785 (lr=4.2972e-04) (hash(x)=155962726)
|
| 569 |
+
4710 train 4.069106 (lr=4.2835e-04) (hash(x)=160931268)
|
| 570 |
+
4720 train 4.150998 (lr=4.2698e-04) (hash(x)=173485074)
|
| 571 |
+
4730 train 4.256828 (lr=4.2561e-04) (hash(x)=146001945)
|
| 572 |
+
4740 train 4.180187 (lr=4.2424e-04) (hash(x)=148305446)
|
| 573 |
+
4750 train 4.139693 (lr=4.2287e-04) (hash(x)=131655842)
|
| 574 |
+
4760 train 4.076835 (lr=4.2150e-04) (hash(x)=145775165)
|
| 575 |
+
4770 train 4.020259 (lr=4.2013e-04) (hash(x)=146613282)
|
| 576 |
+
4780 train 4.031656 (lr=4.1876e-04) (hash(x)=137882160)
|
| 577 |
+
4790 train 4.181270 (lr=4.1740e-04) (hash(x)=157177531)
|
| 578 |
+
4800 val loss 4.1778
|
| 579 |
+
4800 val perplexity 65.2206
|
| 580 |
+
4800 train 4.502291 (lr=4.1603e-04) (hash(x)=142045616)
|
| 581 |
+
4810 train 4.343427 (lr=4.1466e-04) (hash(x)=153739117)
|
| 582 |
+
4820 train 3.982253 (lr=4.1329e-04) (hash(x)=159336444)
|
| 583 |
+
4830 train 4.177516 (lr=4.1193e-04) (hash(x)=162617526)
|
| 584 |
+
4840 train 4.217037 (lr=4.1056e-04) (hash(x)=141336820)
|
| 585 |
+
4850 train 4.137818 (lr=4.0919e-04) (hash(x)=146718291)
|
| 586 |
+
4860 train 4.098864 (lr=4.0783e-04) (hash(x)=159542679)
|
| 587 |
+
4870 train 4.090757 (lr=4.0646e-04) (hash(x)=149318029)
|
| 588 |
+
4880 train 4.090718 (lr=4.0510e-04) (hash(x)=150182605)
|
| 589 |
+
4890 train 4.069015 (lr=4.0373e-04) (hash(x)=139657075)
|
| 590 |
+
4900 val loss 4.1695
|
| 591 |
+
4900 val perplexity 64.6848
|
| 592 |
+
4900 train 4.196054 (lr=4.0237e-04) (hash(x)=143418248)
|
| 593 |
+
4910 train 4.268766 (lr=4.0101e-04) (hash(x)=153395021)
|
| 594 |
+
4920 train 4.171443 (lr=3.9964e-04) (hash(x)=144977141)
|
| 595 |
+
4930 train 4.187535 (lr=3.9828e-04) (hash(x)=143569016)
|
| 596 |
+
4940 train 4.137666 (lr=3.9692e-04) (hash(x)=145702219)
|
| 597 |
+
4950 train 4.133379 (lr=3.9556e-04) (hash(x)=150669399)
|
| 598 |
+
4960 train 4.130672 (lr=3.9420e-04) (hash(x)=147697301)
|
| 599 |
+
4970 train 4.038513 (lr=3.9284e-04) (hash(x)=158617139)
|
| 600 |
+
4980 train 4.153803 (lr=3.9148e-04) (hash(x)=158937457)
|
| 601 |
+
4990 train 4.056543 (lr=3.9012e-04) (hash(x)=155540364)
|
| 602 |
+
5000 val loss 4.1679
|
| 603 |
+
5000 val perplexity 64.5809
|
| 604 |
+
5000 train 4.109276 (lr=3.8877e-04) (hash(x)=145789790)
|
| 605 |
+
5010 train 4.122644 (lr=3.8741e-04) (hash(x)=142919148)
|
| 606 |
+
5020 train 4.007887 (lr=3.8605e-04) (hash(x)=149129606)
|
| 607 |
+
5030 train 4.246146 (lr=3.8470e-04) (hash(x)=143060789)
|
| 608 |
+
5040 train 4.078556 (lr=3.8335e-04) (hash(x)=145733956)
|
| 609 |
+
5050 train 3.905066 (lr=3.8199e-04) (hash(x)=139750793)
|
| 610 |
+
5060 train 4.178918 (lr=3.8064e-04) (hash(x)=148027808)
|
| 611 |
+
5070 train 4.005291 (lr=3.7929e-04) (hash(x)=149119770)
|
| 612 |
+
5080 train 4.041074 (lr=3.7794e-04) (hash(x)=145741944)
|
| 613 |
+
5090 train 4.112407 (lr=3.7659e-04) (hash(x)=144783744)
|
| 614 |
+
5100 val loss 4.1701
|
| 615 |
+
5100 val perplexity 64.7211
|
| 616 |
+
5100 train 4.131781 (lr=3.7524e-04) (hash(x)=137795633)
|
| 617 |
+
5110 train 4.026496 (lr=3.7389e-04) (hash(x)=145995538)
|
| 618 |
+
5120 train 4.034956 (lr=3.7254e-04) (hash(x)=143019933)
|
| 619 |
+
5130 train 4.016734 (lr=3.7120e-04) (hash(x)=143746069)
|
| 620 |
+
5140 train 3.813293 (lr=3.6985e-04) (hash(x)=152212469)
|
| 621 |
+
5150 train 4.108913 (lr=3.6851e-04) (hash(x)=152608669)
|
| 622 |
+
5160 train 4.145670 (lr=3.6716e-04) (hash(x)=150750381)
|
| 623 |
+
5170 train 4.085071 (lr=3.6582e-04) (hash(x)=133198485)
|
| 624 |
+
5180 train 4.150249 (lr=3.6448e-04) (hash(x)=142233420)
|
| 625 |
+
5190 train 3.991901 (lr=3.6314e-04) (hash(x)=147366941)
|
| 626 |
+
5200 val loss 4.1539
|
| 627 |
+
5200 val perplexity 63.6787
|
| 628 |
+
5200 train 4.237551 (lr=3.6180e-04) (hash(x)=148907132)
|
| 629 |
+
5210 train 4.290800 (lr=3.6047e-04) (hash(x)=154827138)
|
| 630 |
+
5220 train 4.279488 (lr=3.5913e-04) (hash(x)=148717408)
|
| 631 |
+
5230 train 4.442407 (lr=3.5779e-04) (hash(x)=147711017)
|
| 632 |
+
5240 train 4.105790 (lr=3.5646e-04) (hash(x)=141796353)
|
| 633 |
+
5250 train 4.033304 (lr=3.5513e-04) (hash(x)=143529037)
|
| 634 |
+
5260 train 4.032298 (lr=3.5380e-04) (hash(x)=144773706)
|
| 635 |
+
5270 train 4.091296 (lr=3.5246e-04) (hash(x)=148894329)
|
| 636 |
+
5280 train 4.051103 (lr=3.5114e-04) (hash(x)=153761544)
|
| 637 |
+
5290 train 4.072213 (lr=3.4981e-04) (hash(x)=150927827)
|
| 638 |
+
5300 val loss 4.1521
|
| 639 |
+
5300 val perplexity 63.5674
|
| 640 |
+
5300 train 3.976915 (lr=3.4848e-04) (hash(x)=152343580)
|
| 641 |
+
5310 train 3.923151 (lr=3.4716e-04) (hash(x)=146690249)
|
| 642 |
+
5320 train 4.077559 (lr=3.4583e-04) (hash(x)=155991065)
|
| 643 |
+
5330 train 4.066111 (lr=3.4451e-04) (hash(x)=151437785)
|
| 644 |
+
5340 train 3.992785 (lr=3.4319e-04) (hash(x)=158840015)
|
| 645 |
+
5350 train 3.994755 (lr=3.4187e-04) (hash(x)=155080378)
|
| 646 |
+
5360 train 4.039775 (lr=3.4055e-04) (hash(x)=150513270)
|
| 647 |
+
5370 train 3.938250 (lr=3.3923e-04) (hash(x)=147729861)
|
| 648 |
+
5380 train 3.970593 (lr=3.3792e-04) (hash(x)=149870080)
|
| 649 |
+
5390 train 3.800252 (lr=3.3660e-04) (hash(x)=137577816)
|
| 650 |
+
5400 val loss 4.1429
|
| 651 |
+
5400 val perplexity 62.9846
|
| 652 |
+
5400 train 3.990262 (lr=3.3529e-04) (hash(x)=148578264)
|
| 653 |
+
5410 train 4.109337 (lr=3.3398e-04) (hash(x)=149338196)
|
| 654 |
+
5420 train 3.999720 (lr=3.3267e-04) (hash(x)=149581125)
|
| 655 |
+
5430 train 4.042928 (lr=3.3136e-04) (hash(x)=146340931)
|
| 656 |
+
5440 train 3.942032 (lr=3.3006e-04) (hash(x)=127884657)
|
| 657 |
+
5450 train 4.120041 (lr=3.2875e-04) (hash(x)=142632516)
|
| 658 |
+
5460 train 4.110527 (lr=3.2745e-04) (hash(x)=146519487)
|
| 659 |
+
5470 train 4.191153 (lr=3.2615e-04) (hash(x)=136409211)
|
| 660 |
+
5480 train 4.099573 (lr=3.2485e-04) (hash(x)=158622762)
|
| 661 |
+
5490 train 4.042549 (lr=3.2355e-04) (hash(x)=154703333)
|
| 662 |
+
5500 val loss 4.1295
|
| 663 |
+
5500 val perplexity 62.1495
|
| 664 |
+
5500 train 4.187228 (lr=3.2226e-04) (hash(x)=145635833)
|
| 665 |
+
5510 train 4.165156 (lr=3.2096e-04) (hash(x)=158781769)
|
| 666 |
+
5520 train 4.143455 (lr=3.1967e-04) (hash(x)=142550540)
|
| 667 |
+
5530 train 4.158270 (lr=3.1838e-04) (hash(x)=152024805)
|
| 668 |
+
5540 train 3.956915 (lr=3.1709e-04) (hash(x)=145812646)
|
| 669 |
+
5550 train 4.033095 (lr=3.1580e-04) (hash(x)=144941659)
|
| 670 |
+
5560 train 4.017865 (lr=3.1451e-04) (hash(x)=145887398)
|
| 671 |
+
5570 train 4.020897 (lr=3.1323e-04) (hash(x)=144988642)
|
| 672 |
+
5580 train 4.030651 (lr=3.1195e-04) (hash(x)=146366431)
|
| 673 |
+
5590 train 3.960159 (lr=3.1067e-04) (hash(x)=143301433)
|
| 674 |
+
5600 val loss 4.1284
|
| 675 |
+
5600 val perplexity 62.0772
|
| 676 |
+
5600 train 4.140479 (lr=3.0939e-04) (hash(x)=156337844)
|
| 677 |
+
5610 train 4.109231 (lr=3.0811e-04) (hash(x)=146546252)
|
| 678 |
+
5620 train 4.042397 (lr=3.0684e-04) (hash(x)=137610278)
|
| 679 |
+
5630 train 4.065857 (lr=3.0557e-04) (hash(x)=148847402)
|
| 680 |
+
5640 train 4.019013 (lr=3.0429e-04) (hash(x)=148805052)
|
| 681 |
+
5650 train 3.933738 (lr=3.0303e-04) (hash(x)=144882220)
|
| 682 |
+
5660 train 4.018483 (lr=3.0176e-04) (hash(x)=147894128)
|
| 683 |
+
5670 train 3.930913 (lr=3.0049e-04) (hash(x)=144855036)
|
| 684 |
+
5680 train 3.920979 (lr=2.9923e-04) (hash(x)=148400728)
|
| 685 |
+
5690 train 3.902102 (lr=2.9797e-04) (hash(x)=138377186)
|
| 686 |
+
5700 val loss 4.1297
|
| 687 |
+
5700 val perplexity 62.1622
|
| 688 |
+
5700 train 3.934114 (lr=2.9671e-04) (hash(x)=147168506)
|
| 689 |
+
5710 train 4.064880 (lr=2.9546e-04) (hash(x)=150486217)
|
| 690 |
+
5720 train 4.035311 (lr=2.9420e-04) (hash(x)=148658778)
|
| 691 |
+
5730 train 3.836588 (lr=2.9295e-04) (hash(x)=148402206)
|
| 692 |
+
5740 train 3.893002 (lr=2.9170e-04) (hash(x)=144432268)
|
| 693 |
+
5750 train 4.256199 (lr=2.9045e-04) (hash(x)=153770308)
|
| 694 |
+
5760 train 4.012364 (lr=2.8920e-04) (hash(x)=150546820)
|
| 695 |
+
5770 train 4.194032 (lr=2.8796e-04) (hash(x)=140176711)
|
| 696 |
+
5780 train 4.092148 (lr=2.8672e-04) (hash(x)=164276928)
|
| 697 |
+
5790 train 3.977988 (lr=2.8548e-04) (hash(x)=153418756)
|
| 698 |
+
5800 val loss 4.1161
|
| 699 |
+
5800 val perplexity 61.3208
|
| 700 |
+
5800 train 4.069331 (lr=2.8424e-04) (hash(x)=159566920)
|
| 701 |
+
5810 train 4.008832 (lr=2.8301e-04) (hash(x)=161266875)
|
| 702 |
+
5820 train 4.028405 (lr=2.8178e-04) (hash(x)=156298754)
|
| 703 |
+
5830 train 4.164270 (lr=2.8055e-04) (hash(x)=139302200)
|
| 704 |
+
5840 train 4.070086 (lr=2.7932e-04) (hash(x)=126108545)
|
| 705 |
+
5850 train 3.980844 (lr=2.7809e-04) (hash(x)=147526120)
|
| 706 |
+
5860 train 4.061642 (lr=2.7687e-04) (hash(x)=150242466)
|
| 707 |
+
5870 train 4.036651 (lr=2.7565e-04) (hash(x)=139851741)
|
| 708 |
+
5880 train 3.963077 (lr=2.7443e-04) (hash(x)=159464779)
|
| 709 |
+
5890 train 4.106423 (lr=2.7321e-04) (hash(x)=148069134)
|
| 710 |
+
5900 val loss 4.1103
|
| 711 |
+
5900 val perplexity 60.9652
|
| 712 |
+
5900 train 4.090461 (lr=2.7200e-04) (hash(x)=158273929)
|
| 713 |
+
5910 train 3.797563 (lr=2.7079e-04) (hash(x)=150013727)
|
| 714 |
+
5920 train 4.065010 (lr=2.6958e-04) (hash(x)=148803117)
|
| 715 |
+
5930 train 4.098542 (lr=2.6837e-04) (hash(x)=156729045)
|
| 716 |
+
5940 train 4.012088 (lr=2.6717e-04) (hash(x)=150475415)
|
| 717 |
+
5950 train 3.891433 (lr=2.6597e-04) (hash(x)=153585864)
|
| 718 |
+
5960 train 3.901314 (lr=2.6477e-04) (hash(x)=145189335)
|
| 719 |
+
5970 train 3.907321 (lr=2.6357e-04) (hash(x)=145673396)
|
| 720 |
+
5980 train 4.044993 (lr=2.6238e-04) (hash(x)=138413986)
|
| 721 |
+
5990 train 3.835882 (lr=2.6119e-04) (hash(x)=140270894)
|
| 722 |
+
6000 val loss 4.1131
|
| 723 |
+
6000 val perplexity 61.1352
|
| 724 |
+
6000 train 4.036602 (lr=2.6000e-04) (hash(x)=156649749)
|
| 725 |
+
6010 train 4.151230 (lr=2.5881e-04) (hash(x)=154762134)
|
| 726 |
+
6020 train 4.150324 (lr=2.5763e-04) (hash(x)=156088385)
|
| 727 |
+
6030 train 4.003519 (lr=2.5645e-04) (hash(x)=152521323)
|
| 728 |
+
6040 train 3.922624 (lr=2.5527e-04) (hash(x)=148376918)
|
| 729 |
+
6050 train 4.085218 (lr=2.5410e-04) (hash(x)=155673243)
|
| 730 |
+
6060 train 4.063646 (lr=2.5292e-04) (hash(x)=142344218)
|
| 731 |
+
6070 train 4.198800 (lr=2.5175e-04) (hash(x)=151751923)
|
| 732 |
+
6080 train 4.020770 (lr=2.5059e-04) (hash(x)=156311576)
|
| 733 |
+
6090 train 3.967968 (lr=2.4942e-04) (hash(x)=145058290)
|
| 734 |
+
6100 val loss 4.1012
|
| 735 |
+
6100 val perplexity 60.4106
|
| 736 |
+
6100 train 4.053068 (lr=2.4826e-04) (hash(x)=146812388)
|
| 737 |
+
6110 train 4.107574 (lr=2.4710e-04) (hash(x)=138440385)
|
| 738 |
+
6120 train 4.105769 (lr=2.4595e-04) (hash(x)=162764713)
|
| 739 |
+
6130 train 4.002239 (lr=2.4479e-04) (hash(x)=156456134)
|
| 740 |
+
6140 train 3.935560 (lr=2.4364e-04) (hash(x)=136402679)
|
| 741 |
+
6150 train 3.926162 (lr=2.4250e-04) (hash(x)=153380357)
|
| 742 |
+
6160 train 3.694425 (lr=2.4135e-04) (hash(x)=170571967)
|
| 743 |
+
6170 train 3.981608 (lr=2.4021e-04) (hash(x)=150984242)
|
| 744 |
+
6180 train 4.105757 (lr=2.3907e-04) (hash(x)=143187168)
|
| 745 |
+
6190 train 4.096103 (lr=2.3793e-04) (hash(x)=142999298)
|
| 746 |
+
6200 val loss 4.0988
|
| 747 |
+
6200 val perplexity 60.2690
|
| 748 |
+
6200 train 4.007848 (lr=2.3680e-04) (hash(x)=143522146)
|
| 749 |
+
6210 train 4.013492 (lr=2.3567e-04) (hash(x)=141961270)
|
| 750 |
+
6220 train 4.037433 (lr=2.3454e-04) (hash(x)=158572673)
|
| 751 |
+
6230 train 4.003564 (lr=2.3342e-04) (hash(x)=142949296)
|
| 752 |
+
6240 train 3.847000 (lr=2.3230e-04) (hash(x)=128564671)
|
| 753 |
+
6250 train 3.941605 (lr=2.3118e-04) (hash(x)=147515208)
|
| 754 |
+
6260 train 3.898513 (lr=2.3006e-04) (hash(x)=151825788)
|
| 755 |
+
6270 train 3.869681 (lr=2.2895e-04) (hash(x)=136625971)
|
| 756 |
+
6280 train 3.932375 (lr=2.2784e-04) (hash(x)=146904276)
|
| 757 |
+
6290 train 3.835681 (lr=2.2674e-04) (hash(x)=151876945)
|
| 758 |
+
6300 val loss 4.0975
|
| 759 |
+
6300 val perplexity 60.1899
|
| 760 |
+
6300 train 3.881134 (lr=2.2563e-04) (hash(x)=150124474)
|
| 761 |
+
6310 train 3.846164 (lr=2.2453e-04) (hash(x)=139897420)
|
| 762 |
+
6320 train 3.988628 (lr=2.2344e-04) (hash(x)=136670912)
|
| 763 |
+
6330 train 3.866796 (lr=2.2234e-04) (hash(x)=140302490)
|
| 764 |
+
6340 train 3.807638 (lr=2.2125e-04) (hash(x)=145564419)
|
| 765 |
+
6350 train 4.142789 (lr=2.2017e-04) (hash(x)=164988308)
|
| 766 |
+
6360 train 4.120636 (lr=2.1908e-04) (hash(x)=139721549)
|
| 767 |
+
6370 train 4.050726 (lr=2.1800e-04) (hash(x)=154183530)
|
| 768 |
+
6380 train 4.050589 (lr=2.1692e-04) (hash(x)=143895743)
|
| 769 |
+
6390 train 4.093756 (lr=2.1585e-04) (hash(x)=153091571)
|
| 770 |
+
6400 val loss 4.0903
|
| 771 |
+
6400 val perplexity 59.7572
|
| 772 |
+
6400 train 4.057827 (lr=2.1478e-04) (hash(x)=141242117)
|
| 773 |
+
6410 train 4.133918 (lr=2.1371e-04) (hash(x)=146638943)
|
| 774 |
+
6420 train 4.036243 (lr=2.1265e-04) (hash(x)=147429468)
|
| 775 |
+
6430 train 4.133788 (lr=2.1159e-04) (hash(x)=147104391)
|
| 776 |
+
6440 train 3.990261 (lr=2.1053e-04) (hash(x)=147003825)
|
| 777 |
+
6450 train 3.955217 (lr=2.0947e-04) (hash(x)=150910430)
|
| 778 |
+
6460 train 3.885909 (lr=2.0842e-04) (hash(x)=165853376)
|
| 779 |
+
6470 train 4.065632 (lr=2.0737e-04) (hash(x)=145957630)
|
| 780 |
+
6480 train 3.960941 (lr=2.0633e-04) (hash(x)=155685880)
|
| 781 |
+
6490 train 4.194860 (lr=2.0529e-04) (hash(x)=150307407)
|
| 782 |
+
6500 val loss 4.0780
|
| 783 |
+
6500 val perplexity 59.0246
|
| 784 |
+
6500 train 3.845768 (lr=2.0425e-04) (hash(x)=143529762)
|
| 785 |
+
6510 train 4.108937 (lr=2.0322e-04) (hash(x)=145652949)
|
| 786 |
+
6520 train 4.003870 (lr=2.0218e-04) (hash(x)=142033417)
|
| 787 |
+
6530 train 3.999331 (lr=2.0116e-04) (hash(x)=131869635)
|
| 788 |
+
6540 train 4.048142 (lr=2.0013e-04) (hash(x)=151253771)
|
| 789 |
+
6550 train 4.087264 (lr=1.9911e-04) (hash(x)=164286071)
|
| 790 |
+
6560 train 3.983271 (lr=1.9810e-04) (hash(x)=148872674)
|
| 791 |
+
6570 train 3.987697 (lr=1.9708e-04) (hash(x)=147653143)
|
| 792 |
+
6580 train 3.992507 (lr=1.9607e-04) (hash(x)=151684539)
|
| 793 |
+
6590 train 3.999106 (lr=1.9507e-04) (hash(x)=143354218)
|
| 794 |
+
6600 val loss 4.0745
|
| 795 |
+
6600 val perplexity 58.8205
|
| 796 |
+
6600 train 3.979779 (lr=1.9406e-04) (hash(x)=136948374)
|
| 797 |
+
6610 train 3.969388 (lr=1.9306e-04) (hash(x)=149846260)
|
| 798 |
+
6620 train 3.871369 (lr=1.9207e-04) (hash(x)=151615259)
|
| 799 |
+
6630 train 3.815044 (lr=1.9108e-04) (hash(x)=153129395)
|
| 800 |
+
6640 train 4.005975 (lr=1.9009e-04) (hash(x)=133054060)
|
| 801 |
+
6650 train 4.033938 (lr=1.8910e-04) (hash(x)=149911476)
|
| 802 |
+
6660 train 3.998064 (lr=1.8812e-04) (hash(x)=150548384)
|
| 803 |
+
6670 train 3.861836 (lr=1.8714e-04) (hash(x)=154950888)
|
| 804 |
+
6680 train 3.729674 (lr=1.8617e-04) (hash(x)=145532409)
|
| 805 |
+
6690 train 3.926174 (lr=1.8520e-04) (hash(x)=151197362)
|
| 806 |
+
6700 val loss 4.0800
|
| 807 |
+
6700 val perplexity 59.1451
|
| 808 |
+
6700 train 3.849000 (lr=1.8423e-04) (hash(x)=146268592)
|
| 809 |
+
6710 train 3.823605 (lr=1.8327e-04) (hash(x)=154495757)
|
| 810 |
+
6720 train 3.921066 (lr=1.8231e-04) (hash(x)=168472165)
|
| 811 |
+
6730 train 3.900536 (lr=1.8136e-04) (hash(x)=150287847)
|
| 812 |
+
6740 train 3.851457 (lr=1.8040e-04) (hash(x)=151465011)
|
| 813 |
+
6750 train 3.790107 (lr=1.7946e-04) (hash(x)=151898013)
|
| 814 |
+
6760 train 3.948223 (lr=1.7851e-04) (hash(x)=145836413)
|
| 815 |
+
6770 train 4.193804 (lr=1.7757e-04) (hash(x)=146057728)
|
| 816 |
+
6780 train 4.072061 (lr=1.7663e-04) (hash(x)=160113674)
|
| 817 |
+
6790 train 4.091331 (lr=1.7570e-04) (hash(x)=149844509)
|
| 818 |
+
6800 val loss 4.0643
|
| 819 |
+
6800 val perplexity 58.2227
|
| 820 |
+
6800 train 4.045891 (lr=1.7477e-04) (hash(x)=152676836)
|
| 821 |
+
6810 train 4.117140 (lr=1.7385e-04) (hash(x)=147510869)
|
| 822 |
+
6820 train 4.201209 (lr=1.7293e-04) (hash(x)=149778657)
|
| 823 |
+
6830 train 4.119492 (lr=1.7201e-04) (hash(x)=143851885)
|
| 824 |
+
6840 train 4.125612 (lr=1.7110e-04) (hash(x)=158011137)
|
| 825 |
+
6850 train 4.179607 (lr=1.7019e-04) (hash(x)=171197810)
|
| 826 |
+
6860 train 4.105493 (lr=1.6928e-04) (hash(x)=151171060)
|
| 827 |
+
6870 train 4.050188 (lr=1.6838e-04) (hash(x)=135613468)
|
| 828 |
+
6880 train 4.081071 (lr=1.6748e-04) (hash(x)=153789364)
|
| 829 |
+
6890 train 4.026597 (lr=1.6659e-04) (hash(x)=128928397)
|
| 830 |
+
6900 val loss 4.0528
|
| 831 |
+
6900 val perplexity 57.5588
|
| 832 |
+
6900 train 4.079830 (lr=1.6570e-04) (hash(x)=134657776)
|
| 833 |
+
6910 train 4.023063 (lr=1.6481e-04) (hash(x)=170095944)
|
| 834 |
+
6920 train 4.290233 (lr=1.6393e-04) (hash(x)=147408535)
|
| 835 |
+
6930 train 4.049634 (lr=1.6305e-04) (hash(x)=141187674)
|
| 836 |
+
6940 train 3.937998 (lr=1.6218e-04) (hash(x)=157752429)
|
| 837 |
+
6950 train 4.137964 (lr=1.6131e-04) (hash(x)=149793159)
|
| 838 |
+
6960 train 4.010489 (lr=1.6044e-04) (hash(x)=135786360)
|
| 839 |
+
6970 train 3.919931 (lr=1.5958e-04) (hash(x)=144372214)
|
| 840 |
+
6980 train 4.029025 (lr=1.5872e-04) (hash(x)=147592321)
|
| 841 |
+
6990 train 3.964561 (lr=1.5787e-04) (hash(x)=135072395)
|
| 842 |
+
7000 val loss 4.0563
|
| 843 |
+
7000 val perplexity 57.7604
|
| 844 |
+
7000 train 3.951340 (lr=1.5702e-04) (hash(x)=166721861)
|
| 845 |
+
7010 train 4.034161 (lr=1.5618e-04) (hash(x)=157177130)
|
| 846 |
+
7020 train 3.925609 (lr=1.5533e-04) (hash(x)=154916555)
|
| 847 |
+
7030 train 4.058108 (lr=1.5450e-04) (hash(x)=139686863)
|
| 848 |
+
7040 train 4.009642 (lr=1.5366e-04) (hash(x)=139606744)
|
| 849 |
+
7050 train 4.066445 (lr=1.5284e-04) (hash(x)=149487898)
|
| 850 |
+
7060 train 3.973587 (lr=1.5201e-04) (hash(x)=162536366)
|
| 851 |
+
7070 train 4.000601 (lr=1.5119e-04) (hash(x)=144765016)
|
| 852 |
+
7080 train 3.985364 (lr=1.5037e-04) (hash(x)=146001679)
|
| 853 |
+
7090 train 3.783084 (lr=1.4956e-04) (hash(x)=153352255)
|
| 854 |
+
7100 val loss 4.0540
|
| 855 |
+
7100 val perplexity 57.6291
|
| 856 |
+
7100 train 3.812274 (lr=1.4875e-04) (hash(x)=135496702)
|
| 857 |
+
7110 train 3.988553 (lr=1.4795e-04) (hash(x)=155057574)
|
| 858 |
+
7120 train 3.948895 (lr=1.4715e-04) (hash(x)=145862613)
|
| 859 |
+
7130 train 3.651031 (lr=1.4636e-04) (hash(x)=160806933)
|
| 860 |
+
7140 train 3.721727 (lr=1.4556e-04) (hash(x)=154582601)
|
| 861 |
+
7150 train 3.820341 (lr=1.4478e-04) (hash(x)=151854329)
|
| 862 |
+
7160 train 3.998087 (lr=1.4400e-04) (hash(x)=153875998)
|
| 863 |
+
7170 train 3.794763 (lr=1.4322e-04) (hash(x)=143448354)
|
| 864 |
+
7180 train 3.824769 (lr=1.4244e-04) (hash(x)=141619703)
|
| 865 |
+
7190 train 4.083413 (lr=1.4167e-04) (hash(x)=154769375)
|
| 866 |
+
7200 val loss 4.0518
|
| 867 |
+
7200 val perplexity 57.5023
|
| 868 |
+
7200 train 4.180781 (lr=1.4091e-04) (hash(x)=155567461)
|
| 869 |
+
7210 train 4.124598 (lr=1.4015e-04) (hash(x)=160242796)
|
| 870 |
+
7220 train 4.167083 (lr=1.3939e-04) (hash(x)=146362204)
|
| 871 |
+
7230 train 3.890878 (lr=1.3864e-04) (hash(x)=155673641)
|
| 872 |
+
7240 train 4.109086 (lr=1.3789e-04) (hash(x)=163454733)
|
| 873 |
+
7250 train 4.113152 (lr=1.3715e-04) (hash(x)=166254410)
|
| 874 |
+
7260 train 3.954510 (lr=1.3641e-04) (hash(x)=149576049)
|
| 875 |
+
7270 train 4.009492 (lr=1.3568e-04) (hash(x)=159937867)
|
| 876 |
+
7280 train 4.154032 (lr=1.3495e-04) (hash(x)=151335403)
|
| 877 |
+
7290 train 3.974555 (lr=1.3422e-04) (hash(x)=148867536)
|
| 878 |
+
7300 val loss 4.0377
|
| 879 |
+
7300 val perplexity 56.6960
|
| 880 |
+
7300 train 3.934678 (lr=1.3350e-04) (hash(x)=142803829)
|
| 881 |
+
7310 train 4.095845 (lr=1.3278e-04) (hash(x)=149482208)
|
| 882 |
+
7320 train 3.879230 (lr=1.3207e-04) (hash(x)=144226264)
|
| 883 |
+
7330 train 3.909573 (lr=1.3136e-04) (hash(x)=189898865)
|
| 884 |
+
7340 train 4.084133 (lr=1.3066e-04) (hash(x)=153884999)
|
| 885 |
+
7350 train 3.999425 (lr=1.2996e-04) (hash(x)=149106483)
|
| 886 |
+
7360 train 4.028568 (lr=1.2926e-04) (hash(x)=146033939)
|
| 887 |
+
7370 train 4.019186 (lr=1.2857e-04) (hash(x)=133850095)
|
| 888 |
+
7380 train 4.025619 (lr=1.2789e-04) (hash(x)=155008783)
|
| 889 |
+
7390 train 4.034833 (lr=1.2721e-04) (hash(x)=158169816)
|
| 890 |
+
7400 val loss 4.0395
|
| 891 |
+
7400 val perplexity 56.7998
|
| 892 |
+
7400 train 3.966940 (lr=1.2653e-04) (hash(x)=145294178)
|
| 893 |
+
7410 train 3.893201 (lr=1.2586e-04) (hash(x)=156501995)
|
| 894 |
+
7420 train 3.994529 (lr=1.2519e-04) (hash(x)=154883953)
|
| 895 |
+
7430 train 4.005596 (lr=1.2453e-04) (hash(x)=153861637)
|
| 896 |
+
7440 train 3.959023 (lr=1.2387e-04) (hash(x)=143884732)
|
| 897 |
+
7450 train 4.069255 (lr=1.2322e-04) (hash(x)=147629077)
|
| 898 |
+
7460 train 3.958207 (lr=1.2257e-04) (hash(x)=147092200)
|
| 899 |
+
7470 train 3.829338 (lr=1.2192e-04) (hash(x)=153667163)
|
| 900 |
+
7480 train 3.899948 (lr=1.2128e-04) (hash(x)=155400781)
|
| 901 |
+
7490 train 4.147258 (lr=1.2065e-04) (hash(x)=158198995)
|
| 902 |
+
7500 val loss 4.0404
|
| 903 |
+
7500 val perplexity 56.8509
|
| 904 |
+
7500 train 3.854214 (lr=1.2002e-04) (hash(x)=150573713)
|
| 905 |
+
7510 train 3.915268 (lr=1.1939e-04) (hash(x)=159059956)
|
| 906 |
+
7520 train 3.735042 (lr=1.1877e-04) (hash(x)=148811846)
|
| 907 |
+
7530 train 3.896099 (lr=1.1816e-04) (hash(x)=143727205)
|
| 908 |
+
7540 train 3.784130 (lr=1.1754e-04) (hash(x)=154980561)
|
| 909 |
+
7550 train 3.900521 (lr=1.1694e-04) (hash(x)=151143108)
|
| 910 |
+
7560 train 3.867799 (lr=1.1633e-04) (hash(x)=133379076)
|
| 911 |
+
7570 train 3.798702 (lr=1.1574e-04) (hash(x)=148338995)
|
| 912 |
+
7580 train 3.870606 (lr=1.1514e-04) (hash(x)=156733806)
|
| 913 |
+
7590 train 3.991204 (lr=1.1455e-04) (hash(x)=159299389)
|
| 914 |
+
7600 val loss 4.0380
|
| 915 |
+
7600 val perplexity 56.7140
|
| 916 |
+
7600 train 4.029341 (lr=1.1397e-04) (hash(x)=142771511)
|
| 917 |
+
7610 train 4.126600 (lr=1.1339e-04) (hash(x)=157959626)
|
| 918 |
+
7620 train 4.136850 (lr=1.1282e-04) (hash(x)=156257811)
|
| 919 |
+
7630 train 4.179113 (lr=1.1225e-04) (hash(x)=142730196)
|
| 920 |
+
7640 train 4.026977 (lr=1.1168e-04) (hash(x)=147923184)
|
| 921 |
+
7650 train 3.920937 (lr=1.1112e-04) (hash(x)=154290536)
|
| 922 |
+
7660 train 3.937857 (lr=1.1057e-04) (hash(x)=156433550)
|
| 923 |
+
7670 train 4.081962 (lr=1.1002e-04) (hash(x)=146611945)
|
| 924 |
+
7680 train 3.900638 (lr=1.0947e-04) (hash(x)=153745377)
|
| 925 |
+
7690 train 4.003652 (lr=1.0893e-04) (hash(x)=150833491)
|
| 926 |
+
7700 val loss 4.0282
|
| 927 |
+
7700 val perplexity 56.1595
|
| 928 |
+
7700 train 4.016505 (lr=1.0840e-04) (hash(x)=143602175)
|
| 929 |
+
7710 train 3.901020 (lr=1.0786e-04) (hash(x)=137035204)
|
| 930 |
+
7720 train 4.338457 (lr=1.0734e-04) (hash(x)=157409397)
|
| 931 |
+
7730 train 3.953751 (lr=1.0682e-04) (hash(x)=180056426)
|
| 932 |
+
7740 train 4.104877 (lr=1.0630e-04) (hash(x)=167791182)
|
| 933 |
+
7750 train 3.899125 (lr=1.0579e-04) (hash(x)=144902753)
|
| 934 |
+
7760 train 4.002109 (lr=1.0528e-04) (hash(x)=142048628)
|
| 935 |
+
7770 train 4.202297 (lr=1.0478e-04) (hash(x)=150623561)
|
| 936 |
+
7780 train 3.809595 (lr=1.0428e-04) (hash(x)=133068514)
|
| 937 |
+
7790 train 4.035431 (lr=1.0379e-04) (hash(x)=144372942)
|
| 938 |
+
7800 val loss 4.0275
|
| 939 |
+
7800 val perplexity 56.1206
|
| 940 |
+
7800 train 4.198331 (lr=1.0330e-04) (hash(x)=152379862)
|
| 941 |
+
7810 train 3.894248 (lr=1.0282e-04) (hash(x)=149929258)
|
| 942 |
+
7820 train 4.058632 (lr=1.0234e-04) (hash(x)=147738863)
|
| 943 |
+
7830 train 4.068220 (lr=1.0187e-04) (hash(x)=150885420)
|
| 944 |
+
7840 train 4.071206 (lr=1.0140e-04) (hash(x)=151751961)
|
| 945 |
+
7850 train 3.988155 (lr=1.0094e-04) (hash(x)=141061924)
|
| 946 |
+
7860 train 4.047636 (lr=1.0048e-04) (hash(x)=165946945)
|
| 947 |
+
7870 train 3.936528 (lr=1.0002e-04) (hash(x)=162222193)
|
| 948 |
+
7880 train 4.049668 (lr=9.9576e-05) (hash(x)=156110032)
|
| 949 |
+
7890 train 3.808918 (lr=9.9133e-05) (hash(x)=155496634)
|
| 950 |
+
7900 val loss 4.0257
|
| 951 |
+
7900 val perplexity 56.0216
|
| 952 |
+
7900 train 3.761095 (lr=9.8694e-05) (hash(x)=146655921)
|
| 953 |
+
7910 train 3.741875 (lr=9.8261e-05) (hash(x)=154169360)
|
| 954 |
+
7920 train 3.924557 (lr=9.7832e-05) (hash(x)=164630987)
|
| 955 |
+
7930 train 3.845012 (lr=9.7408e-05) (hash(x)=157591350)
|
| 956 |
+
7940 train 3.824436 (lr=9.6990e-05) (hash(x)=147986483)
|
| 957 |
+
7950 train 3.652662 (lr=9.6576e-05) (hash(x)=153958875)
|
| 958 |
+
7960 train 3.951481 (lr=9.6167e-05) (hash(x)=149307886)
|
| 959 |
+
7970 train 3.772457 (lr=9.5764e-05) (hash(x)=143190550)
|
| 960 |
+
7980 train 3.790895 (lr=9.5365e-05) (hash(x)=157802449)
|
| 961 |
+
7990 train 3.810043 (lr=9.4971e-05) (hash(x)=167181278)
|
| 962 |
+
8000 val loss 4.0318
|
| 963 |
+
8000 val perplexity 56.3626
|
| 964 |
+
8000 train 4.184242 (lr=9.4583e-05) (hash(x)=148262482)
|
| 965 |
+
8010 train 4.018644 (lr=9.4199e-05) (hash(x)=151119149)
|
| 966 |
+
8020 train 3.960131 (lr=9.3820e-05) (hash(x)=149748120)
|
| 967 |
+
8030 train 3.948734 (lr=9.3446e-05) (hash(x)=152462863)
|
| 968 |
+
8040 train 4.085291 (lr=9.3078e-05) (hash(x)=148714170)
|
| 969 |
+
8050 train 4.130264 (lr=9.2714e-05) (hash(x)=150219940)
|
| 970 |
+
8060 train 4.028420 (lr=9.2356e-05) (hash(x)=154859690)
|
| 971 |
+
8070 train 3.985637 (lr=9.2002e-05) (hash(x)=156635675)
|
| 972 |
+
8080 train 4.133367 (lr=9.1654e-05) (hash(x)=164430040)
|
| 973 |
+
8090 train 3.959545 (lr=9.1310e-05) (hash(x)=149003088)
|
| 974 |
+
8100 val loss 4.0155
|
| 975 |
+
8100 val perplexity 55.4484
|
| 976 |
+
8100 train 4.061445 (lr=9.0972e-05) (hash(x)=147683655)
|
| 977 |
+
8110 train 3.922217 (lr=9.0638e-05) (hash(x)=142849380)
|
| 978 |
+
8120 train 3.958202 (lr=9.0310e-05) (hash(x)=147408722)
|
| 979 |
+
8130 train 4.007241 (lr=8.9987e-05) (hash(x)=154095861)
|
| 980 |
+
8140 train 4.048129 (lr=8.9669e-05) (hash(x)=154770296)
|
| 981 |
+
8150 train 4.044976 (lr=8.9356e-05) (hash(x)=150175912)
|
| 982 |
+
8160 train 4.034694 (lr=8.9048e-05) (hash(x)=146846694)
|
| 983 |
+
8170 train 3.436255 (lr=8.8745e-05) (hash(x)=161621402)
|
| 984 |
+
8180 train 4.228323 (lr=8.8447e-05) (hash(x)=151058128)
|
| 985 |
+
8190 train 4.158896 (lr=8.8154e-05) (hash(x)=157265995)
|
| 986 |
+
8200 val loss 4.0195
|
| 987 |
+
8200 val perplexity 55.6728
|
| 988 |
+
8200 train 4.222792 (lr=8.7867e-05) (hash(x)=157312987)
|
| 989 |
+
8210 train 4.030418 (lr=8.7584e-05) (hash(x)=158755166)
|
| 990 |
+
8220 train 3.884910 (lr=8.7307e-05) (hash(x)=137031704)
|
| 991 |
+
8230 train 3.853711 (lr=8.7035e-05) (hash(x)=133909075)
|
| 992 |
+
8240 train 4.044965 (lr=8.6768e-05) (hash(x)=152756441)
|
| 993 |
+
8250 train 3.982848 (lr=8.6506e-05) (hash(x)=161956442)
|
| 994 |
+
8260 train 4.023536 (lr=8.6249e-05) (hash(x)=146994534)
|
| 995 |
+
8270 train 4.080547 (lr=8.5997e-05) (hash(x)=154925653)
|
| 996 |
+
8280 train 4.068771 (lr=8.5750e-05) (hash(x)=141129942)
|
| 997 |
+
8290 train 3.973023 (lr=8.5509e-05) (hash(x)=146178879)
|
| 998 |
+
8300 val loss 4.0179
|
| 999 |
+
8300 val perplexity 55.5837
|
| 1000 |
+
8300 train 3.928176 (lr=8.5273e-05) (hash(x)=141107543)
|
| 1001 |
+
8310 train 3.959295 (lr=8.5041e-05) (hash(x)=153322855)
|
| 1002 |
+
8320 train 4.042318 (lr=8.4815e-05) (hash(x)=151197408)
|
| 1003 |
+
8330 train 4.215587 (lr=8.4594e-05) (hash(x)=155927851)
|
| 1004 |
+
8340 train 4.134678 (lr=8.4379e-05) (hash(x)=162484336)
|
| 1005 |
+
8350 train 4.015969 (lr=8.4168e-05) (hash(x)=144280686)
|
| 1006 |
+
8360 train 3.971004 (lr=8.3963e-05) (hash(x)=147652229)
|
| 1007 |
+
8370 train 4.104110 (lr=8.3762e-05) (hash(x)=150071753)
|
| 1008 |
+
8380 train 3.950316 (lr=8.3567e-05) (hash(x)=146798938)
|
| 1009 |
+
8390 train 3.983739 (lr=8.3377e-05) (hash(x)=149596226)
|
| 1010 |
+
8400 val loss 4.0099
|
| 1011 |
+
8400 val perplexity 55.1423
|
| 1012 |
+
8400 train 4.063657 (lr=8.3193e-05) (hash(x)=141323024)
|
| 1013 |
+
8410 train 4.352611 (lr=8.3013e-05) (hash(x)=154823144)
|
| 1014 |
+
8420 train 3.967793 (lr=8.2839e-05) (hash(x)=151554301)
|
| 1015 |
+
8430 train 3.985235 (lr=8.2669e-05) (hash(x)=153707717)
|
| 1016 |
+
8440 train 3.984105 (lr=8.2505e-05) (hash(x)=156091926)
|
| 1017 |
+
8450 train 4.014400 (lr=8.2347e-05) (hash(x)=147111043)
|
| 1018 |
+
8460 train 4.130294 (lr=8.2193e-05) (hash(x)=135068736)
|
| 1019 |
+
8470 train 4.041696 (lr=8.2044e-05) (hash(x)=142255415)
|
| 1020 |
+
8480 train 4.053208 (lr=8.1901e-05) (hash(x)=138060402)
|
| 1021 |
+
8490 train 3.942937 (lr=8.1763e-05) (hash(x)=154789940)
|
| 1022 |
+
8500 val loss 4.0083
|
| 1023 |
+
8500 val perplexity 55.0545
|
| 1024 |
+
8500 train 3.926399 (lr=8.1630e-05) (hash(x)=150696521)
|
| 1025 |
+
8510 train 3.848886 (lr=8.1502e-05) (hash(x)=139242896)
|
| 1026 |
+
8520 train 3.922772 (lr=8.1380e-05) (hash(x)=148066730)
|
| 1027 |
+
8530 train 4.046844 (lr=8.1263e-05) (hash(x)=148649882)
|
| 1028 |
+
8540 train 3.854414 (lr=8.1150e-05) (hash(x)=148449712)
|
| 1029 |
+
8550 train 4.020672 (lr=8.1044e-05) (hash(x)=157155657)
|
| 1030 |
+
8560 train 3.936938 (lr=8.0942e-05) (hash(x)=139492416)
|
| 1031 |
+
8570 train 3.841559 (lr=8.0845e-05) (hash(x)=157567533)
|
| 1032 |
+
8580 train 3.911824 (lr=8.0754e-05) (hash(x)=143032656)
|
| 1033 |
+
8590 train 4.036394 (lr=8.0668e-05) (hash(x)=150899581)
|
| 1034 |
+
8600 val loss 4.0119
|
| 1035 |
+
8600 val perplexity 55.2510
|
| 1036 |
+
8600 train 3.925280 (lr=8.0587e-05) (hash(x)=162288191)
|
| 1037 |
+
8610 train 4.066739 (lr=8.0511e-05) (hash(x)=148361485)
|
| 1038 |
+
8620 train 3.970561 (lr=8.0441e-05) (hash(x)=151740051)
|
| 1039 |
+
8630 train 3.924320 (lr=8.0376e-05) (hash(x)=154125251)
|
| 1040 |
+
8640 train 3.989377 (lr=8.0316e-05) (hash(x)=145857675)
|
| 1041 |
+
8650 train 3.857009 (lr=8.0261e-05) (hash(x)=148185775)
|
| 1042 |
+
8660 train 3.899075 (lr=8.0211e-05) (hash(x)=149778450)
|
| 1043 |
+
8670 train 4.178552 (lr=8.0167e-05) (hash(x)=148123274)
|
| 1044 |
+
8680 train 3.953502 (lr=8.0128e-05) (hash(x)=129372639)
|
| 1045 |
+
8690 train 4.027688 (lr=8.0094e-05) (hash(x)=145050683)
|
| 1046 |
+
8700 val loss 4.0051
|
| 1047 |
+
8700 val perplexity 54.8754
|
| 1048 |
+
8700 train 3.949309 (lr=8.0065e-05) (hash(x)=152860941)
|
| 1049 |
+
8710 train 4.041749 (lr=8.0042e-05) (hash(x)=156971498)
|
| 1050 |
+
8720 train 4.067986 (lr=8.0023e-05) (hash(x)=155513041)
|
| 1051 |
+
8730 train 4.000155 (lr=8.0010e-05) (hash(x)=167451760)
|
| 1052 |
+
8740 train 4.076605 (lr=8.0003e-05) (hash(x)=158768428)
|
| 1053 |
+
8749 val loss 4.0053
|
| 1054 |
+
8749 val perplexity 54.8893
|
lr8e-4_total_batch_size61440_baseline_seed1341/model_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aad9c8e924ea8c55081d196a8a742141a6e00256ee71dbb7a3838a0188bbcef7
|
| 3 |
+
size 92843394
|
lr8e-4_total_batch_size61440_baseline_seed1341/optimizer_08749.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:71737229962bda0fa8946c9f1f57abd92930cd7c1d196680e37a28fbde3d1f4e
|
| 3 |
+
size 179406214
|