Upload folder using huggingface_hub
Browse files- attention_kindselective_n_heads8_seed1339/args.json +1 -0
- attention_kindselective_n_heads8_seed1339/dataloader_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1339/dataloader_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1339/dataloader_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1339/dataloader_09999.pt +3 -0
- attention_kindselective_n_heads8_seed1339/log2.txt +1209 -0
- attention_kindselective_n_heads8_seed1339/model_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1339/model_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1339/model_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1339/model_09999.pt +3 -0
- attention_kindselective_n_heads8_seed1339/optimizer_02500.pt +3 -0
- attention_kindselective_n_heads8_seed1339/optimizer_05000.pt +3 -0
- attention_kindselective_n_heads8_seed1339/optimizer_07500.pt +3 -0
- attention_kindselective_n_heads8_seed1339/optimizer_09999.pt +3 -0
attention_kindselective_n_heads8_seed1339/args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_6/attention_kindselective_n_heads8_seed1339", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 8, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 10000, "warmup_steps": 200, "group": "wider_is_better_6", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1339, "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": 40, "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": false, "mup_enable_coord_check_logging": false, "max_lr": 2e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "2e-5_10240_8_1339", "n_embd": 512}
|
attention_kindselective_n_heads8_seed1339/dataloader_02500.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8b2ea67f78ff5a7970d0db044ff7ee527b3dc065f295fd30f588df4b44b568d0
|
| 3 |
+
size 964
|
attention_kindselective_n_heads8_seed1339/dataloader_05000.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7f03ed2ebf741f15e13c79e6cc1e9a19b308450d81cc3b4d8d0338c63d77ca59
|
| 3 |
+
size 964
|
attention_kindselective_n_heads8_seed1339/dataloader_07500.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:82590037fb2eecbec961f7967a8dd1b8d85515d31a252f66b92b8139858a8b7c
|
| 3 |
+
size 964
|
attention_kindselective_n_heads8_seed1339/dataloader_09999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c544303717d12355a69b8ffb1eb109434e4fdccfd5a61279b6e8ba2e870d6700
|
| 3 |
+
size 964
|
attention_kindselective_n_heads8_seed1339/log2.txt
ADDED
|
@@ -0,0 +1,1209 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
max_steps: 10000
|
| 2 |
+
0 val loss 11.0281
|
| 3 |
+
0 val perplexity 61581.4062
|
| 4 |
+
0 val loss 11.0281
|
| 5 |
+
0 val perplexity 61581.6992
|
| 6 |
+
0 val loss 11.0281
|
| 7 |
+
0 val perplexity 61581.4062
|
| 8 |
+
0 val loss 11.0281
|
| 9 |
+
0 val perplexity 61582.3477
|
| 10 |
+
0 train 11.019774 (lr=1.5000e-07) (hash(x)=55241167)
|
| 11 |
+
0 train 11.019774 (lr=3.5000e-07) (hash(x)=55241167)
|
| 12 |
+
0 train 11.019774 (lr=2.5000e-07) (hash(x)=55241167)
|
| 13 |
+
0 train 11.019774 (lr=1.0000e-07) (hash(x)=55241167)
|
| 14 |
+
100 val loss 9.7097
|
| 15 |
+
100 val perplexity 16476.1328
|
| 16 |
+
100 train 9.700400 (lr=1.5150e-05) (hash(x)=46387919)
|
| 17 |
+
100 val loss 9.4717
|
| 18 |
+
100 val perplexity 12986.8184
|
| 19 |
+
100 val loss 9.5842
|
| 20 |
+
100 val perplexity 14532.9561
|
| 21 |
+
100 val loss 9.8417
|
| 22 |
+
100 val perplexity 18802.3438
|
| 23 |
+
100 train 9.463525 (lr=3.5350e-05) (hash(x)=46387919)
|
| 24 |
+
100 train 9.577502 (lr=2.5250e-05) (hash(x)=46387919)
|
| 25 |
+
100 train 9.837164 (lr=1.0100e-05) (hash(x)=46387919)
|
| 26 |
+
200 val loss 9.0894
|
| 27 |
+
200 val perplexity 8861.2422
|
| 28 |
+
200 train 9.134879 (lr=3.0000e-05) (hash(x)=51276369)
|
| 29 |
+
200 val loss 8.2561
|
| 30 |
+
200 val perplexity 3851.0483
|
| 31 |
+
200 train 8.325293 (lr=7.0000e-05) (hash(x)=51276369)
|
| 32 |
+
200 val loss 8.1614
|
| 33 |
+
200 val perplexity 3503.0369
|
| 34 |
+
200 val loss 9.4203
|
| 35 |
+
200 val perplexity 12335.9941
|
| 36 |
+
200 train 8.220893 (lr=5.0000e-05) (hash(x)=51276369)
|
| 37 |
+
200 train 9.459747 (lr=2.0000e-05) (hash(x)=51276369)
|
| 38 |
+
300 val loss 8.1348
|
| 39 |
+
300 val perplexity 3411.0425
|
| 40 |
+
300 train 8.079185 (lr=2.9993e-05) (hash(x)=48572728)
|
| 41 |
+
300 val loss 7.7588
|
| 42 |
+
300 val perplexity 2342.0601
|
| 43 |
+
300 train 7.683750 (lr=6.9984e-05) (hash(x)=48572728)
|
| 44 |
+
300 val loss 8.6640
|
| 45 |
+
300 val perplexity 5790.9355
|
| 46 |
+
300 train 8.623919 (lr=1.9995e-05) (hash(x)=48572728)
|
| 47 |
+
300 val loss 7.6377
|
| 48 |
+
300 val perplexity 2075.0649
|
| 49 |
+
300 train 7.547552 (lr=4.9988e-05) (hash(x)=48572728)
|
| 50 |
+
400 val loss 7.7796
|
| 51 |
+
400 val perplexity 2391.3811
|
| 52 |
+
400 train 7.544574 (lr=2.9972e-05) (hash(x)=44943400)
|
| 53 |
+
400 val loss 7.5697
|
| 54 |
+
400 val perplexity 1938.5656
|
| 55 |
+
400 train 7.291669 (lr=6.9935e-05) (hash(x)=44943400)
|
| 56 |
+
400 val loss 8.0513
|
| 57 |
+
400 val perplexity 3137.8838
|
| 58 |
+
400 train 7.839612 (lr=1.9982e-05) (hash(x)=44943400)
|
| 59 |
+
400 val loss 7.5305
|
| 60 |
+
400 val perplexity 1864.0149
|
| 61 |
+
400 train 7.253582 (lr=4.9954e-05) (hash(x)=44943400)
|
| 62 |
+
500 val loss 7.6533
|
| 63 |
+
500 val perplexity 2107.6501
|
| 64 |
+
500 train 7.540147 (lr=2.9938e-05) (hash(x)=48434590)
|
| 65 |
+
500 val loss 7.4707
|
| 66 |
+
500 val perplexity 1755.8274
|
| 67 |
+
500 train 7.338100 (lr=6.9854e-05) (hash(x)=48434590)
|
| 68 |
+
500 val loss 7.7816
|
| 69 |
+
500 val perplexity 2396.0164
|
| 70 |
+
500 train 7.681769 (lr=1.9958e-05) (hash(x)=48434590)
|
| 71 |
+
500 val loss 7.4639
|
| 72 |
+
500 val perplexity 1743.9081
|
| 73 |
+
500 train 7.340280 (lr=4.9896e-05) (hash(x)=48434590)
|
| 74 |
+
600 val loss 7.5785
|
| 75 |
+
600 val perplexity 1955.7003
|
| 76 |
+
600 train 7.409949 (lr=2.9889e-05) (hash(x)=47442266)
|
| 77 |
+
600 val loss 7.3962
|
| 78 |
+
600 val perplexity 1629.8575
|
| 79 |
+
600 val loss 7.6537
|
| 80 |
+
600 val perplexity 2108.4563
|
| 81 |
+
600 train 7.210290 (lr=6.9741e-05) (hash(x)=47442266)
|
| 82 |
+
600 train 7.491193 (lr=1.9926e-05) (hash(x)=47442266)
|
| 83 |
+
600 val loss 7.3922
|
| 84 |
+
600 val perplexity 1623.2819
|
| 85 |
+
600 train 7.205268 (lr=4.9815e-05) (hash(x)=47442266)
|
| 86 |
+
700 val loss 7.5302
|
| 87 |
+
700 val perplexity 1863.4373
|
| 88 |
+
700 train 7.585056 (lr=2.9827e-05) (hash(x)=56495712)
|
| 89 |
+
700 val loss 7.5849
|
| 90 |
+
700 val perplexity 1968.2036
|
| 91 |
+
700 val loss 7.3470
|
| 92 |
+
700 val perplexity 1551.4893
|
| 93 |
+
700 train 7.630278 (lr=1.9885e-05) (hash(x)=56495712)
|
| 94 |
+
700 train 7.403419 (lr=6.9596e-05) (hash(x)=56495712)
|
| 95 |
+
700 val loss 7.3310
|
| 96 |
+
700 val perplexity 1526.8895
|
| 97 |
+
700 train 7.399583 (lr=4.9712e-05) (hash(x)=56495712)
|
| 98 |
+
800 val loss 7.4954
|
| 99 |
+
800 val perplexity 1799.7959
|
| 100 |
+
800 train 7.490317 (lr=2.9751e-05) (hash(x)=50093738)
|
| 101 |
+
800 val loss 7.3051
|
| 102 |
+
800 val perplexity 1487.8765
|
| 103 |
+
800 val loss 7.5465
|
| 104 |
+
800 val perplexity 1894.0831
|
| 105 |
+
800 train 7.297331 (lr=6.9419e-05) (hash(x)=50093738)
|
| 106 |
+
800 train 7.542716 (lr=1.9834e-05) (hash(x)=50093738)
|
| 107 |
+
800 val loss 7.2942
|
| 108 |
+
800 val perplexity 1471.7411
|
| 109 |
+
800 train 7.273575 (lr=4.9585e-05) (hash(x)=50093738)
|
| 110 |
+
900 val loss 7.4639
|
| 111 |
+
900 val perplexity 1744.0095
|
| 112 |
+
900 train 7.444237 (lr=2.9662e-05) (hash(x)=49436061)
|
| 113 |
+
900 val loss 7.2642
|
| 114 |
+
900 val perplexity 1428.2000
|
| 115 |
+
900 val loss 7.5119
|
| 116 |
+
900 val perplexity 1829.6874
|
| 117 |
+
900 train 7.232059 (lr=6.9210e-05) (hash(x)=49436061)
|
| 118 |
+
900 train 7.486966 (lr=1.9774e-05) (hash(x)=49436061)
|
| 119 |
+
900 val loss 7.2523
|
| 120 |
+
900 val perplexity 1411.3772
|
| 121 |
+
900 train 7.216028 (lr=4.9436e-05) (hash(x)=49436061)
|
| 122 |
+
1000 val loss 7.4476
|
| 123 |
+
1000 val perplexity 1715.7721
|
| 124 |
+
1000 train 7.375908 (lr=2.9558e-05) (hash(x)=48818282)
|
| 125 |
+
1000 val loss 7.4869
|
| 126 |
+
1000 val perplexity 1784.4542
|
| 127 |
+
1000 val loss 7.2531
|
| 128 |
+
1000 val perplexity 1412.5016
|
| 129 |
+
1000 train 7.416676 (lr=1.9706e-05) (hash(x)=48818282)
|
| 130 |
+
1000 train 7.184549 (lr=6.8970e-05) (hash(x)=48818282)
|
| 131 |
+
1000 val loss 7.2196
|
| 132 |
+
1000 val perplexity 1365.9194
|
| 133 |
+
1000 train 7.146063 (lr=4.9264e-05) (hash(x)=48818282)
|
| 134 |
+
1100 val loss 7.4264
|
| 135 |
+
1100 val perplexity 1679.7290
|
| 136 |
+
1100 train 7.496390 (lr=2.9442e-05) (hash(x)=55387425)
|
| 137 |
+
1100 val loss 7.4593
|
| 138 |
+
1100 val perplexity 1735.9408
|
| 139 |
+
1100 val loss 7.2475
|
| 140 |
+
1100 val perplexity 1404.6104
|
| 141 |
+
1100 train 7.533914 (lr=1.9628e-05) (hash(x)=55387425)
|
| 142 |
+
1100 train 7.310481 (lr=6.8698e-05) (hash(x)=55387425)
|
| 143 |
+
1100 val loss 7.1829
|
| 144 |
+
1100 val perplexity 1316.6659
|
| 145 |
+
1100 train 7.246019 (lr=4.9070e-05) (hash(x)=55387425)
|
| 146 |
+
1200 val loss 7.4108
|
| 147 |
+
1200 val perplexity 1653.7014
|
| 148 |
+
1200 train 7.301041 (lr=2.9312e-05) (hash(x)=48328378)
|
| 149 |
+
1200 val loss 7.4398
|
| 150 |
+
1200 val perplexity 1702.3777
|
| 151 |
+
1200 train 7.347461 (lr=1.9542e-05) (hash(x)=48328378)
|
| 152 |
+
1200 val loss 7.2117
|
| 153 |
+
1200 val perplexity 1355.1605
|
| 154 |
+
1200 train 7.083104 (lr=6.8395e-05) (hash(x)=48328378)
|
| 155 |
+
1200 val loss 7.1377
|
| 156 |
+
1200 val perplexity 1258.4778
|
| 157 |
+
1200 train 6.990996 (lr=4.8854e-05) (hash(x)=48328378)
|
| 158 |
+
1300 val loss 7.3916
|
| 159 |
+
1300 val perplexity 1622.2303
|
| 160 |
+
1300 train 7.309278 (lr=2.9169e-05) (hash(x)=48956717)
|
| 161 |
+
1300 val loss 7.4174
|
| 162 |
+
1300 val perplexity 1664.6868
|
| 163 |
+
1300 train 7.348650 (lr=1.9446e-05) (hash(x)=48956717)
|
| 164 |
+
1300 val loss 7.1916
|
| 165 |
+
1300 val perplexity 1328.1700
|
| 166 |
+
1300 train 7.095232 (lr=6.8062e-05) (hash(x)=48956717)
|
| 167 |
+
1300 val loss 7.1050
|
| 168 |
+
1300 val perplexity 1218.0630
|
| 169 |
+
1300 train 6.989187 (lr=4.8616e-05) (hash(x)=48956717)
|
| 170 |
+
1400 val loss 7.3837
|
| 171 |
+
1400 val perplexity 1609.5293
|
| 172 |
+
1400 train 7.285535 (lr=2.9013e-05) (hash(x)=49782571)
|
| 173 |
+
1400 val loss 7.4088
|
| 174 |
+
1400 val perplexity 1650.4393
|
| 175 |
+
1400 train 7.314537 (lr=1.9342e-05) (hash(x)=49782571)
|
| 176 |
+
1400 val loss 7.1905
|
| 177 |
+
1400 val perplexity 1326.7339
|
| 178 |
+
1400 train 7.081223 (lr=6.7698e-05) (hash(x)=49782571)
|
| 179 |
+
1400 val loss 7.0826
|
| 180 |
+
1400 val perplexity 1191.0359
|
| 181 |
+
1400 train 6.962979 (lr=4.8356e-05) (hash(x)=49782571)
|
| 182 |
+
1500 val loss 7.3719
|
| 183 |
+
1500 val perplexity 1590.6541
|
| 184 |
+
1500 train 7.180953 (lr=2.8845e-05) (hash(x)=51081994)
|
| 185 |
+
1500 val loss 7.3955
|
| 186 |
+
1500 val perplexity 1628.5710
|
| 187 |
+
1500 train 7.199613 (lr=1.9230e-05) (hash(x)=51081994)
|
| 188 |
+
1500 val loss 7.1761
|
| 189 |
+
1500 val perplexity 1307.8132
|
| 190 |
+
1500 train 6.960799 (lr=6.7304e-05) (hash(x)=51081994)
|
| 191 |
+
1500 val loss 7.0469
|
| 192 |
+
1500 val perplexity 1149.2792
|
| 193 |
+
1500 train 6.789298 (lr=4.8074e-05) (hash(x)=51081994)
|
| 194 |
+
1600 val loss 7.3619
|
| 195 |
+
1600 val perplexity 1574.7723
|
| 196 |
+
1600 train 7.437032 (lr=2.8663e-05) (hash(x)=48791204)
|
| 197 |
+
1600 val loss 7.3823
|
| 198 |
+
1600 val perplexity 1607.2921
|
| 199 |
+
1600 train 7.458527 (lr=1.9109e-05) (hash(x)=48791204)
|
| 200 |
+
1600 val loss 7.1631
|
| 201 |
+
1600 val perplexity 1290.9561
|
| 202 |
+
1600 train 7.228574 (lr=6.6881e-05) (hash(x)=48791204)
|
| 203 |
+
1600 val loss 7.0259
|
| 204 |
+
1600 val perplexity 1125.4299
|
| 205 |
+
1600 train 7.080369 (lr=4.7772e-05) (hash(x)=48791204)
|
| 206 |
+
1700 val loss 7.3512
|
| 207 |
+
1700 val perplexity 1557.9872
|
| 208 |
+
1700 train 7.064727 (lr=2.8469e-05) (hash(x)=46425011)
|
| 209 |
+
1700 val loss 7.3648
|
| 210 |
+
1700 val perplexity 1579.4250
|
| 211 |
+
1700 train 7.079679 (lr=1.8979e-05) (hash(x)=46425011)
|
| 212 |
+
1700 val loss 7.1553
|
| 213 |
+
1700 val perplexity 1280.8689
|
| 214 |
+
1700 train 6.839215 (lr=6.6428e-05) (hash(x)=46425011)
|
| 215 |
+
1700 val loss 6.9937
|
| 216 |
+
1700 val perplexity 1089.7976
|
| 217 |
+
1700 train 6.657190 (lr=4.7448e-05) (hash(x)=46425011)
|
| 218 |
+
1800 val loss 7.3486
|
| 219 |
+
1800 val perplexity 1553.9711
|
| 220 |
+
1800 train 7.003738 (lr=2.8263e-05) (hash(x)=44919141)
|
| 221 |
+
1800 val loss 7.3539
|
| 222 |
+
1800 val perplexity 1562.3319
|
| 223 |
+
1800 train 7.010586 (lr=1.8842e-05) (hash(x)=44919141)
|
| 224 |
+
1800 val loss 7.1675
|
| 225 |
+
1800 val perplexity 1296.6541
|
| 226 |
+
1800 train 6.812972 (lr=6.5947e-05) (hash(x)=44919141)
|
| 227 |
+
1800 val loss 6.9646
|
| 228 |
+
1800 val perplexity 1058.4592
|
| 229 |
+
1800 train 6.574129 (lr=4.7105e-05) (hash(x)=44919141)
|
| 230 |
+
1900 val loss 7.3377
|
| 231 |
+
1900 val perplexity 1537.2053
|
| 232 |
+
1900 train 7.431317 (lr=2.8044e-05) (hash(x)=48299675)
|
| 233 |
+
1900 val loss 7.3345
|
| 234 |
+
1900 val perplexity 1532.3342
|
| 235 |
+
1900 train 7.430192 (lr=1.8696e-05) (hash(x)=48299675)
|
| 236 |
+
1900 val loss 7.1367
|
| 237 |
+
1900 val perplexity 1257.2877
|
| 238 |
+
1900 val loss 6.9399
|
| 239 |
+
1900 val perplexity 1032.6664
|
| 240 |
+
1900 train 7.246999 (lr=6.5437e-05) (hash(x)=48299675)
|
| 241 |
+
1900 train 7.059433 (lr=4.6741e-05) (hash(x)=48299675)
|
| 242 |
+
2000 val loss 7.3206
|
| 243 |
+
2000 val perplexity 1511.1768
|
| 244 |
+
2000 train 8.112602 (lr=2.7814e-05) (hash(x)=61804797)
|
| 245 |
+
2000 val loss 7.3156
|
| 246 |
+
2000 val perplexity 1503.5886
|
| 247 |
+
2000 train 8.138527 (lr=1.8543e-05) (hash(x)=61804797)
|
| 248 |
+
2000 val loss 7.0982
|
| 249 |
+
2000 val perplexity 1209.7937
|
| 250 |
+
2000 val loss 6.9065
|
| 251 |
+
2000 val perplexity 998.7697
|
| 252 |
+
2000 train 7.933258 (lr=6.4900e-05) (hash(x)=61804797)
|
| 253 |
+
2000 train 7.793611 (lr=4.6357e-05) (hash(x)=61804797)
|
| 254 |
+
2100 val loss 7.3054
|
| 255 |
+
2100 val perplexity 1488.3832
|
| 256 |
+
2100 train 7.394943 (lr=2.7572e-05) (hash(x)=53638030)
|
| 257 |
+
2100 val loss 7.2988
|
| 258 |
+
2100 val perplexity 1478.5387
|
| 259 |
+
2100 train 7.388790 (lr=1.8382e-05) (hash(x)=53638030)
|
| 260 |
+
2100 val loss 7.0771
|
| 261 |
+
2100 val perplexity 1184.5203
|
| 262 |
+
2100 val loss 6.8708
|
| 263 |
+
2100 val perplexity 963.7128
|
| 264 |
+
2100 train 7.168970 (lr=6.4335e-05) (hash(x)=53638030)
|
| 265 |
+
2100 train 6.969800 (lr=4.5954e-05) (hash(x)=53638030)
|
| 266 |
+
2200 val loss 7.2858
|
| 267 |
+
2200 val perplexity 1459.4324
|
| 268 |
+
2200 train 7.543324 (lr=2.7319e-05) (hash(x)=56364593)
|
| 269 |
+
2200 val loss 7.2805
|
| 270 |
+
2200 val perplexity 1451.6970
|
| 271 |
+
2200 train 7.541931 (lr=1.8213e-05) (hash(x)=56364593)
|
| 272 |
+
2200 val loss 6.8395
|
| 273 |
+
2200 val perplexity 934.0424
|
| 274 |
+
2200 train 7.073711 (lr=4.5532e-05) (hash(x)=56364593)
|
| 275 |
+
2200 val loss 7.0551
|
| 276 |
+
2200 val perplexity 1158.7914
|
| 277 |
+
2200 train 7.278820 (lr=6.3745e-05) (hash(x)=56364593)
|
| 278 |
+
2300 val loss 7.2711
|
| 279 |
+
2300 val perplexity 1438.1741
|
| 280 |
+
2300 train 7.410802 (lr=2.7055e-05) (hash(x)=52945580)
|
| 281 |
+
2300 val loss 7.2713
|
| 282 |
+
2300 val perplexity 1438.3915
|
| 283 |
+
2300 train 7.406998 (lr=1.8036e-05) (hash(x)=52945580)
|
| 284 |
+
2300 val loss 6.8227
|
| 285 |
+
2300 val perplexity 918.5023
|
| 286 |
+
2300 train 6.977562 (lr=4.5091e-05) (hash(x)=52945580)
|
| 287 |
+
2300 val loss 7.0360
|
| 288 |
+
2300 val perplexity 1136.8781
|
| 289 |
+
2300 train 7.169257 (lr=6.3128e-05) (hash(x)=52945580)
|
| 290 |
+
2400 val loss 7.2607
|
| 291 |
+
2400 val perplexity 1423.3226
|
| 292 |
+
2400 train 7.313107 (lr=2.6780e-05) (hash(x)=54595211)
|
| 293 |
+
2400 val loss 7.2538
|
| 294 |
+
2400 val perplexity 1413.4213
|
| 295 |
+
2400 train 7.296937 (lr=1.7853e-05) (hash(x)=54595211)
|
| 296 |
+
2400 val loss 6.7938
|
| 297 |
+
2400 val perplexity 892.2969
|
| 298 |
+
2400 train 6.862321 (lr=4.4633e-05) (hash(x)=54595211)
|
| 299 |
+
2400 val loss 7.0215
|
| 300 |
+
2400 val perplexity 1120.5073
|
| 301 |
+
2400 train 7.083766 (lr=6.2486e-05) (hash(x)=54595211)
|
| 302 |
+
2500 val loss 7.2483
|
| 303 |
+
2500 val perplexity 1405.7004
|
| 304 |
+
2500 train 7.270072 (lr=2.6494e-05) (hash(x)=52323363)
|
| 305 |
+
2500 val loss 7.2439
|
| 306 |
+
2500 val perplexity 1399.5399
|
| 307 |
+
2500 train 7.261842 (lr=1.7663e-05) (hash(x)=52323363)
|
| 308 |
+
2500 val loss 6.7793
|
| 309 |
+
2500 val perplexity 879.4120
|
| 310 |
+
2500 val loss 7.0116
|
| 311 |
+
2500 val perplexity 1109.4362
|
| 312 |
+
2500 train 7.030132 (lr=6.1819e-05) (hash(x)=52323363)
|
| 313 |
+
2500 train 6.792108 (lr=4.4156e-05) (hash(x)=52323363)
|
| 314 |
+
2600 val loss 7.2389
|
| 315 |
+
2600 val perplexity 1392.5264
|
| 316 |
+
2600 train 6.972273 (lr=2.6198e-05) (hash(x)=42652707)
|
| 317 |
+
2600 val loss 7.2260
|
| 318 |
+
2600 val perplexity 1374.6908
|
| 319 |
+
2600 train 6.964200 (lr=1.7465e-05) (hash(x)=42652707)
|
| 320 |
+
2600 val loss 6.7583
|
| 321 |
+
2600 val perplexity 861.1493
|
| 322 |
+
2600 train 6.511856 (lr=4.3663e-05) (hash(x)=42652707)
|
| 323 |
+
2600 val loss 7.0148
|
| 324 |
+
2600 val perplexity 1113.0165
|
| 325 |
+
2600 train 6.752173 (lr=6.1128e-05) (hash(x)=42652707)
|
| 326 |
+
2700 val loss 7.2357
|
| 327 |
+
2700 val perplexity 1388.0681
|
| 328 |
+
2700 train 6.921242 (lr=2.5892e-05) (hash(x)=45687855)
|
| 329 |
+
2700 val loss 7.2168
|
| 330 |
+
2700 val perplexity 1362.0977
|
| 331 |
+
2700 val loss 6.7482
|
| 332 |
+
2700 val perplexity 852.5545
|
| 333 |
+
2700 train 6.905418 (lr=1.7261e-05) (hash(x)=45687855)
|
| 334 |
+
2700 train 6.414542 (lr=4.3153e-05) (hash(x)=45687855)
|
| 335 |
+
2700 val loss 6.9994
|
| 336 |
+
2700 val perplexity 1095.9656
|
| 337 |
+
2700 train 6.681432 (lr=6.0414e-05) (hash(x)=45687855)
|
| 338 |
+
2800 val loss 7.2221
|
| 339 |
+
2800 val perplexity 1369.3673
|
| 340 |
+
2800 train 7.194708 (lr=2.5576e-05) (hash(x)=49962830)
|
| 341 |
+
2800 val loss 6.7228
|
| 342 |
+
2800 val perplexity 831.1389
|
| 343 |
+
2800 val loss 7.2040
|
| 344 |
+
2800 val perplexity 1344.7562
|
| 345 |
+
2800 train 6.732316 (lr=4.2627e-05) (hash(x)=49962830)
|
| 346 |
+
2800 train 7.177933 (lr=1.7051e-05) (hash(x)=49962830)
|
| 347 |
+
2800 val loss 7.0031
|
| 348 |
+
2800 val perplexity 1099.9865
|
| 349 |
+
2800 train 6.995296 (lr=5.9677e-05) (hash(x)=49962830)
|
| 350 |
+
2900 val loss 7.2305
|
| 351 |
+
2900 val perplexity 1380.9703
|
| 352 |
+
2900 train 7.279706 (lr=2.5251e-05) (hash(x)=52958451)
|
| 353 |
+
2900 val loss 6.7024
|
| 354 |
+
2900 val perplexity 814.3538
|
| 355 |
+
2900 val loss 7.1967
|
| 356 |
+
2900 val perplexity 1335.0525
|
| 357 |
+
2900 train 6.726287 (lr=4.2085e-05) (hash(x)=52958451)
|
| 358 |
+
2900 train 7.253380 (lr=1.6834e-05) (hash(x)=52958451)
|
| 359 |
+
2900 val loss 6.9826
|
| 360 |
+
2900 val perplexity 1077.7458
|
| 361 |
+
2900 train 7.006102 (lr=5.8919e-05) (hash(x)=52958451)
|
| 362 |
+
3000 val loss 7.2079
|
| 363 |
+
3000 val perplexity 1349.9924
|
| 364 |
+
3000 train 7.143060 (lr=2.4917e-05) (hash(x)=48896990)
|
| 365 |
+
3000 val loss 6.6892
|
| 366 |
+
3000 val perplexity 803.7150
|
| 367 |
+
3000 train 6.626854 (lr=4.1529e-05) (hash(x)=48896990)
|
| 368 |
+
3000 val loss 7.1807
|
| 369 |
+
3000 val perplexity 1313.8224
|
| 370 |
+
3000 train 7.114826 (lr=1.6611e-05) (hash(x)=48896990)
|
| 371 |
+
3000 val loss 6.9730
|
| 372 |
+
3000 val perplexity 1067.4177
|
| 373 |
+
3000 train 6.921494 (lr=5.8140e-05) (hash(x)=48896990)
|
| 374 |
+
3100 val loss 7.2022
|
| 375 |
+
3100 val perplexity 1342.3608
|
| 376 |
+
3100 train 7.150681 (lr=2.4574e-05) (hash(x)=47064930)
|
| 377 |
+
3100 val loss 6.6703
|
| 378 |
+
3100 val perplexity 788.6352
|
| 379 |
+
3100 train 6.664508 (lr=4.0957e-05) (hash(x)=47064930)
|
| 380 |
+
3100 val loss 7.1689
|
| 381 |
+
3100 val perplexity 1298.4149
|
| 382 |
+
3100 train 7.118716 (lr=1.6383e-05) (hash(x)=47064930)
|
| 383 |
+
3100 val loss 6.9743
|
| 384 |
+
3100 val perplexity 1068.8025
|
| 385 |
+
3100 train 6.925107 (lr=5.7340e-05) (hash(x)=47064930)
|
| 386 |
+
3200 val loss 7.1856
|
| 387 |
+
3200 val perplexity 1320.2545
|
| 388 |
+
3200 train 6.912687 (lr=2.4224e-05) (hash(x)=45145921)
|
| 389 |
+
3200 val loss 6.6590
|
| 390 |
+
3200 val perplexity 779.7889
|
| 391 |
+
3200 train 6.334053 (lr=4.0373e-05) (hash(x)=45145921)
|
| 392 |
+
3200 val loss 7.1583
|
| 393 |
+
3200 val perplexity 1284.7445
|
| 394 |
+
3200 train 6.887141 (lr=1.6149e-05) (hash(x)=45145921)
|
| 395 |
+
3200 val loss 6.9708
|
| 396 |
+
3200 val perplexity 1065.0846
|
| 397 |
+
3200 train 6.685108 (lr=5.6522e-05) (hash(x)=45145921)
|
| 398 |
+
3300 val loss 7.1754
|
| 399 |
+
3300 val perplexity 1306.8682
|
| 400 |
+
3300 train 7.026076 (lr=2.3865e-05) (hash(x)=48085018)
|
| 401 |
+
3300 val loss 6.6375
|
| 402 |
+
3300 val perplexity 763.1765
|
| 403 |
+
3300 train 6.467580 (lr=3.9775e-05) (hash(x)=48085018)
|
| 404 |
+
3300 val loss 7.1463
|
| 405 |
+
3300 val perplexity 1269.4426
|
| 406 |
+
3300 train 6.998851 (lr=1.5910e-05) (hash(x)=48085018)
|
| 407 |
+
3300 val loss 6.9690
|
| 408 |
+
3300 val perplexity 1063.1316
|
| 409 |
+
3300 train 6.808588 (lr=5.5684e-05) (hash(x)=48085018)
|
| 410 |
+
3400 val loss 7.1656
|
| 411 |
+
3400 val perplexity 1294.1870
|
| 412 |
+
3400 train 7.203237 (lr=2.3498e-05) (hash(x)=49596053)
|
| 413 |
+
3400 val loss 6.6357
|
| 414 |
+
3400 val perplexity 761.8221
|
| 415 |
+
3400 train 6.642577 (lr=3.9164e-05) (hash(x)=49596053)
|
| 416 |
+
3400 val loss 7.1407
|
| 417 |
+
3400 val perplexity 1262.3193
|
| 418 |
+
3400 train 7.180227 (lr=1.5666e-05) (hash(x)=49596053)
|
| 419 |
+
3400 val loss 6.9654
|
| 420 |
+
3400 val perplexity 1059.3287
|
| 421 |
+
3400 train 6.969168 (lr=5.4829e-05) (hash(x)=49596053)
|
| 422 |
+
3500 val loss 7.1442
|
| 423 |
+
3500 val perplexity 1266.8002
|
| 424 |
+
3500 train 6.707533 (lr=2.3125e-05) (hash(x)=41135634)
|
| 425 |
+
3500 val loss 6.6047
|
| 426 |
+
3500 val perplexity 738.5925
|
| 427 |
+
3500 train 6.213636 (lr=3.8541e-05) (hash(x)=41135634)
|
| 428 |
+
3500 val loss 7.1232
|
| 429 |
+
3500 val perplexity 1240.4121
|
| 430 |
+
3500 train 6.685036 (lr=1.5416e-05) (hash(x)=41135634)
|
| 431 |
+
3500 val loss 6.9724
|
| 432 |
+
3500 val perplexity 1066.7339
|
| 433 |
+
3500 train 6.579717 (lr=5.3958e-05) (hash(x)=41135634)
|
| 434 |
+
3600 val loss 7.1358
|
| 435 |
+
3600 val perplexity 1256.1060
|
| 436 |
+
3600 train 7.137975 (lr=2.2744e-05) (hash(x)=54286330)
|
| 437 |
+
3600 val loss 6.5831
|
| 438 |
+
3600 val perplexity 722.7491
|
| 439 |
+
3600 train 6.582256 (lr=3.7907e-05) (hash(x)=54286330)
|
| 440 |
+
3600 val loss 7.1126
|
| 441 |
+
3600 val perplexity 1227.3097
|
| 442 |
+
3600 train 7.123320 (lr=1.5163e-05) (hash(x)=54286330)
|
| 443 |
+
3600 val loss 6.9504
|
| 444 |
+
3600 val perplexity 1043.5963
|
| 445 |
+
3600 train 6.965904 (lr=5.3070e-05) (hash(x)=54286330)
|
| 446 |
+
3700 val loss 7.1273
|
| 447 |
+
3700 val perplexity 1245.5331
|
| 448 |
+
3700 train 7.047629 (lr=2.2357e-05) (hash(x)=57061993)
|
| 449 |
+
3700 val loss 6.5909
|
| 450 |
+
3700 val perplexity 728.4212
|
| 451 |
+
3700 train 6.439983 (lr=3.7262e-05) (hash(x)=57061993)
|
| 452 |
+
3700 val loss 7.1064
|
| 453 |
+
3700 val perplexity 1219.7939
|
| 454 |
+
3700 train 7.037267 (lr=1.4905e-05) (hash(x)=57061993)
|
| 455 |
+
3700 val loss 6.9561
|
| 456 |
+
3700 val perplexity 1049.5469
|
| 457 |
+
3700 train 6.876348 (lr=5.2167e-05) (hash(x)=57061993)
|
| 458 |
+
3800 val loss 7.1073
|
| 459 |
+
3800 val perplexity 1220.8978
|
| 460 |
+
3800 train 6.682832 (lr=2.1965e-05) (hash(x)=46544884)
|
| 461 |
+
3800 val loss 6.5705
|
| 462 |
+
3800 val perplexity 713.7065
|
| 463 |
+
3800 train 6.108221 (lr=3.6608e-05) (hash(x)=46544884)
|
| 464 |
+
3800 val loss 7.0976
|
| 465 |
+
3800 val perplexity 1209.0325
|
| 466 |
+
3800 train 6.682347 (lr=1.4643e-05) (hash(x)=46544884)
|
| 467 |
+
3800 val loss 6.9326
|
| 468 |
+
3800 val perplexity 1025.1139
|
| 469 |
+
3800 train 6.517674 (lr=5.1251e-05) (hash(x)=46544884)
|
| 470 |
+
3900 val loss 7.0991
|
| 471 |
+
3900 val perplexity 1210.8584
|
| 472 |
+
3900 train 6.966492 (lr=2.1566e-05) (hash(x)=48937435)
|
| 473 |
+
3900 val loss 6.5600
|
| 474 |
+
3900 val perplexity 706.3019
|
| 475 |
+
3900 train 6.408988 (lr=3.5944e-05) (hash(x)=48937435)
|
| 476 |
+
3900 val loss 7.0855
|
| 477 |
+
3900 val perplexity 1194.5229
|
| 478 |
+
3900 train 6.953877 (lr=1.4377e-05) (hash(x)=48937435)
|
| 479 |
+
3900 val loss 6.9300
|
| 480 |
+
3900 val perplexity 1022.4562
|
| 481 |
+
3900 train 6.793073 (lr=5.0321e-05) (hash(x)=48937435)
|
| 482 |
+
4000 val loss 7.0941
|
| 483 |
+
4000 val perplexity 1204.8864
|
| 484 |
+
4000 train 7.138962 (lr=2.1162e-05) (hash(x)=54466186)
|
| 485 |
+
4000 val loss 6.5605
|
| 486 |
+
4000 val perplexity 706.6361
|
| 487 |
+
4000 train 6.604020 (lr=3.5271e-05) (hash(x)=54466186)
|
| 488 |
+
4000 val loss 7.0805
|
| 489 |
+
4000 val perplexity 1188.5492
|
| 490 |
+
4000 train 7.115824 (lr=1.4108e-05) (hash(x)=54466186)
|
| 491 |
+
4000 val loss 6.9326
|
| 492 |
+
4000 val perplexity 1025.1711
|
| 493 |
+
4000 train 6.948184 (lr=4.9379e-05) (hash(x)=54466186)
|
| 494 |
+
4100 val loss 7.0807
|
| 495 |
+
4100 val perplexity 1188.8593
|
| 496 |
+
4100 train 6.931328 (lr=2.0754e-05) (hash(x)=51079995)
|
| 497 |
+
4100 val loss 6.5394
|
| 498 |
+
4100 val perplexity 691.8721
|
| 499 |
+
4100 train 6.342807 (lr=3.4590e-05) (hash(x)=51079995)
|
| 500 |
+
4100 val loss 7.0660
|
| 501 |
+
4100 val perplexity 1171.4478
|
| 502 |
+
4100 train 6.912895 (lr=1.3836e-05) (hash(x)=51079995)
|
| 503 |
+
4100 val loss 6.9133
|
| 504 |
+
4100 val perplexity 1005.5554
|
| 505 |
+
4100 train 6.757079 (lr=4.8426e-05) (hash(x)=51079995)
|
| 506 |
+
4200 val loss 7.0770
|
| 507 |
+
4200 val perplexity 1184.3700
|
| 508 |
+
4200 train 7.238811 (lr=2.0341e-05) (hash(x)=56495581)
|
| 509 |
+
4200 val loss 6.5314
|
| 510 |
+
4200 val perplexity 686.3465
|
| 511 |
+
4200 train 6.662952 (lr=3.3902e-05) (hash(x)=56495581)
|
| 512 |
+
4200 val loss 7.0606
|
| 513 |
+
4200 val perplexity 1165.1755
|
| 514 |
+
4200 train 7.224622 (lr=1.3561e-05) (hash(x)=56495581)
|
| 515 |
+
4200 val loss 6.9211
|
| 516 |
+
4200 val perplexity 1013.4227
|
| 517 |
+
4200 train 7.085524 (lr=4.7463e-05) (hash(x)=56495581)
|
| 518 |
+
4300 val loss 7.0596
|
| 519 |
+
4300 val perplexity 1163.9338
|
| 520 |
+
4300 train 6.913306 (lr=1.9924e-05) (hash(x)=45095478)
|
| 521 |
+
4300 val loss 6.5033
|
| 522 |
+
4300 val perplexity 667.3305
|
| 523 |
+
4300 train 6.326633 (lr=3.3207e-05) (hash(x)=45095478)
|
| 524 |
+
4300 val loss 7.0338
|
| 525 |
+
4300 val perplexity 1134.3417
|
| 526 |
+
4300 train 6.887545 (lr=1.3283e-05) (hash(x)=45095478)
|
| 527 |
+
4300 val loss 6.8885
|
| 528 |
+
4300 val perplexity 980.9670
|
| 529 |
+
4300 train 6.741586 (lr=4.6490e-05) (hash(x)=45095478)
|
| 530 |
+
4400 val loss 7.0466
|
| 531 |
+
4400 val perplexity 1148.9017
|
| 532 |
+
4400 train 6.998871 (lr=1.9504e-05) (hash(x)=49954028)
|
| 533 |
+
4400 val loss 6.4871
|
| 534 |
+
4400 val perplexity 656.6105
|
| 535 |
+
4400 train 6.504465 (lr=3.2507e-05) (hash(x)=49954028)
|
| 536 |
+
4400 val loss 7.0249
|
| 537 |
+
4400 val perplexity 1124.2563
|
| 538 |
+
4400 train 6.952001 (lr=1.3003e-05) (hash(x)=49954028)
|
| 539 |
+
4400 val loss 6.8805
|
| 540 |
+
4400 val perplexity 973.1015
|
| 541 |
+
4400 train 6.864935 (lr=4.5509e-05) (hash(x)=49954028)
|
| 542 |
+
4500 val loss 7.0395
|
| 543 |
+
4500 val perplexity 1140.8114
|
| 544 |
+
4500 train 6.956896 (lr=1.9081e-05) (hash(x)=48975821)
|
| 545 |
+
4500 val loss 6.4814
|
| 546 |
+
4500 val perplexity 652.8572
|
| 547 |
+
4500 train 6.403913 (lr=3.1801e-05) (hash(x)=48975821)
|
| 548 |
+
4500 val loss 7.0197
|
| 549 |
+
4500 val perplexity 1118.4393
|
| 550 |
+
4500 train 6.932141 (lr=1.2720e-05) (hash(x)=48975821)
|
| 551 |
+
4500 val loss 6.8784
|
| 552 |
+
4500 val perplexity 971.0259
|
| 553 |
+
4500 train 6.792545 (lr=4.4521e-05) (hash(x)=48975821)
|
| 554 |
+
4600 val loss 7.0202
|
| 555 |
+
4600 val perplexity 1119.0405
|
| 556 |
+
4600 train 7.099740 (lr=1.8655e-05) (hash(x)=49293028)
|
| 557 |
+
4600 val loss 6.4562
|
| 558 |
+
4600 val perplexity 636.6337
|
| 559 |
+
4600 train 6.527642 (lr=3.1091e-05) (hash(x)=49293028)
|
| 560 |
+
4600 val loss 7.0010
|
| 561 |
+
4600 val perplexity 1097.6952
|
| 562 |
+
4600 train 7.073569 (lr=1.2436e-05) (hash(x)=49293028)
|
| 563 |
+
4600 val loss 6.8440
|
| 564 |
+
4600 val perplexity 938.2322
|
| 565 |
+
4600 train 6.921262 (lr=4.3527e-05) (hash(x)=49293028)
|
| 566 |
+
4700 val loss 7.0042
|
| 567 |
+
4700 val perplexity 1101.2261
|
| 568 |
+
4700 train 6.936911 (lr=1.8226e-05) (hash(x)=48077753)
|
| 569 |
+
4700 val loss 6.4481
|
| 570 |
+
4700 val perplexity 631.5083
|
| 571 |
+
4700 train 6.353138 (lr=3.0377e-05) (hash(x)=48077753)
|
| 572 |
+
4700 val loss 6.9942
|
| 573 |
+
4700 val perplexity 1090.2617
|
| 574 |
+
4700 train 6.922954 (lr=1.2151e-05) (hash(x)=48077753)
|
| 575 |
+
4800 val loss 6.9923
|
| 576 |
+
4800 val perplexity 1088.2677
|
| 577 |
+
4800 train 6.816248 (lr=1.7796e-05) (hash(x)=45037879)
|
| 578 |
+
4700 val loss 6.8457
|
| 579 |
+
4700 val perplexity 939.7895
|
| 580 |
+
4700 train 6.764469 (lr=4.2528e-05) (hash(x)=48077753)
|
| 581 |
+
4800 val loss 6.4412
|
| 582 |
+
4800 val perplexity 627.1833
|
| 583 |
+
4800 train 6.349098 (lr=2.9661e-05) (hash(x)=45037879)
|
| 584 |
+
4800 val loss 6.9846
|
| 585 |
+
4800 val perplexity 1079.8929
|
| 586 |
+
4800 train 6.818547 (lr=1.1864e-05) (hash(x)=45037879)
|
| 587 |
+
4900 val loss 6.9870
|
| 588 |
+
4900 val perplexity 1082.4578
|
| 589 |
+
4900 train 6.892083 (lr=1.7365e-05) (hash(x)=50320154)
|
| 590 |
+
4800 val loss 6.8367
|
| 591 |
+
4800 val perplexity 931.3828
|
| 592 |
+
4800 train 6.679591 (lr=4.1525e-05) (hash(x)=45037879)
|
| 593 |
+
4900 val loss 6.4299
|
| 594 |
+
4900 val perplexity 620.1333
|
| 595 |
+
4900 train 6.340251 (lr=2.8942e-05) (hash(x)=50320154)
|
| 596 |
+
4900 val loss 6.9748
|
| 597 |
+
4900 val perplexity 1069.3352
|
| 598 |
+
4900 train 6.880073 (lr=1.1577e-05) (hash(x)=50320154)
|
| 599 |
+
5000 val loss 6.9746
|
| 600 |
+
5000 val perplexity 1069.1670
|
| 601 |
+
4900 val loss 6.8297
|
| 602 |
+
4900 val perplexity 924.9001
|
| 603 |
+
4900 train 6.744113 (lr=4.0518e-05) (hash(x)=50320154)
|
| 604 |
+
5000 train 7.202687 (lr=1.6933e-05) (hash(x)=55024523)
|
| 605 |
+
5000 val loss 6.4126
|
| 606 |
+
5000 val perplexity 609.4899
|
| 607 |
+
5000 train 6.674364 (lr=2.8221e-05) (hash(x)=55024523)
|
| 608 |
+
5000 val loss 6.9676
|
| 609 |
+
5000 val perplexity 1061.6569
|
| 610 |
+
5000 train 7.191324 (lr=1.1288e-05) (hash(x)=55024523)
|
| 611 |
+
5100 val loss 6.9586
|
| 612 |
+
5100 val perplexity 1052.1821
|
| 613 |
+
5100 train 6.892559 (lr=1.6500e-05) (hash(x)=47570607)
|
| 614 |
+
5000 val loss 6.8270
|
| 615 |
+
5000 val perplexity 922.4503
|
| 616 |
+
5000 train 7.052451 (lr=3.9510e-05) (hash(x)=55024523)
|
| 617 |
+
5100 val loss 6.3987
|
| 618 |
+
5100 val perplexity 601.0562
|
| 619 |
+
5100 train 6.313329 (lr=2.7500e-05) (hash(x)=47570607)
|
| 620 |
+
5100 val loss 6.9547
|
| 621 |
+
5100 val perplexity 1048.0336
|
| 622 |
+
5100 train 6.890707 (lr=1.1000e-05) (hash(x)=47570607)
|
| 623 |
+
5200 val loss 6.9542
|
| 624 |
+
5200 val perplexity 1047.5540
|
| 625 |
+
5200 train 7.065962 (lr=1.6067e-05) (hash(x)=54311349)
|
| 626 |
+
5100 val loss 6.8143
|
| 627 |
+
5100 val perplexity 910.7801
|
| 628 |
+
5100 train 6.739725 (lr=3.8500e-05) (hash(x)=47570607)
|
| 629 |
+
5200 val loss 6.3979
|
| 630 |
+
5200 val perplexity 600.5731
|
| 631 |
+
5200 train 6.529141 (lr=2.6779e-05) (hash(x)=54311349)
|
| 632 |
+
5200 val loss 6.9452
|
| 633 |
+
5200 val perplexity 1038.1858
|
| 634 |
+
5200 train 7.059914 (lr=1.0712e-05) (hash(x)=54311349)
|
| 635 |
+
5300 val loss 6.9438
|
| 636 |
+
5300 val perplexity 1036.7140
|
| 637 |
+
5300 train 6.836552 (lr=1.5635e-05) (hash(x)=47178524)
|
| 638 |
+
5200 val loss 6.8222
|
| 639 |
+
5200 val perplexity 917.9576
|
| 640 |
+
5200 train 6.950159 (lr=3.7490e-05) (hash(x)=54311349)
|
| 641 |
+
5300 val loss 6.3854
|
| 642 |
+
5300 val perplexity 593.1091
|
| 643 |
+
5300 train 6.271163 (lr=2.6058e-05) (hash(x)=47178524)
|
| 644 |
+
5400 val loss 6.9342
|
| 645 |
+
5400 val perplexity 1026.7831
|
| 646 |
+
5300 val loss 6.9379
|
| 647 |
+
5300 val perplexity 1030.6195
|
| 648 |
+
5400 train 6.933376 (lr=1.5204e-05) (hash(x)=49425088)
|
| 649 |
+
5300 train 6.834307 (lr=1.0423e-05) (hash(x)=47178524)
|
| 650 |
+
5300 val loss 6.8130
|
| 651 |
+
5300 val perplexity 909.6308
|
| 652 |
+
5300 train 6.703873 (lr=3.6482e-05) (hash(x)=47178524)
|
| 653 |
+
5400 val loss 6.3748
|
| 654 |
+
5400 val perplexity 586.8486
|
| 655 |
+
5400 train 6.402876 (lr=2.5339e-05) (hash(x)=49425088)
|
| 656 |
+
5500 val loss 6.9271
|
| 657 |
+
5500 val perplexity 1019.5517
|
| 658 |
+
5500 train 6.762579 (lr=1.4774e-05) (hash(x)=46383189)
|
| 659 |
+
5400 val loss 6.9295
|
| 660 |
+
5400 val perplexity 1021.9454
|
| 661 |
+
5400 train 6.937221 (lr=1.0136e-05) (hash(x)=49425088)
|
| 662 |
+
5400 val loss 6.7971
|
| 663 |
+
5400 val perplexity 895.2819
|
| 664 |
+
5400 train 6.790603 (lr=3.5475e-05) (hash(x)=49425088)
|
| 665 |
+
5500 val loss 6.3650
|
| 666 |
+
5500 val perplexity 581.1469
|
| 667 |
+
5500 train 6.185537 (lr=2.4623e-05) (hash(x)=46383189)
|
| 668 |
+
5600 val loss 6.9271
|
| 669 |
+
5600 val perplexity 1019.5128
|
| 670 |
+
5600 train 7.123457 (lr=1.4345e-05) (hash(x)=54084990)
|
| 671 |
+
5500 val loss 6.9233
|
| 672 |
+
5500 val perplexity 1015.6611
|
| 673 |
+
5500 train 6.753473 (lr=9.8491e-06) (hash(x)=46383189)
|
| 674 |
+
5500 val loss 6.8003
|
| 675 |
+
5500 val perplexity 898.1262
|
| 676 |
+
5500 train 6.640832 (lr=3.4472e-05) (hash(x)=46383189)
|
| 677 |
+
5600 val loss 6.3704
|
| 678 |
+
5600 val perplexity 584.3188
|
| 679 |
+
5600 train 6.532243 (lr=2.3909e-05) (hash(x)=54084990)
|
| 680 |
+
5700 val loss 6.9151
|
| 681 |
+
5700 val perplexity 1007.4103
|
| 682 |
+
5700 train 6.593955 (lr=1.3919e-05) (hash(x)=47384182)
|
| 683 |
+
5600 val loss 6.9220
|
| 684 |
+
5600 val perplexity 1014.3364
|
| 685 |
+
5600 train 7.129646 (lr=9.5636e-06) (hash(x)=54084990)
|
| 686 |
+
5600 val loss 6.8021
|
| 687 |
+
5600 val perplexity 899.7040
|
| 688 |
+
5600 train 7.001111 (lr=3.3473e-05) (hash(x)=54084990)
|
| 689 |
+
5700 val loss 6.3494
|
| 690 |
+
5700 val perplexity 572.1433
|
| 691 |
+
5700 train 6.033447 (lr=2.3199e-05) (hash(x)=47384182)
|
| 692 |
+
5800 val loss 6.9078
|
| 693 |
+
5800 val perplexity 1000.0802
|
| 694 |
+
5800 train 6.791445 (lr=1.3496e-05) (hash(x)=51683744)
|
| 695 |
+
5700 val loss 6.9151
|
| 696 |
+
5700 val perplexity 1007.3843
|
| 697 |
+
5700 train 6.592525 (lr=9.2796e-06) (hash(x)=47384182)
|
| 698 |
+
5700 val loss 6.7996
|
| 699 |
+
5700 val perplexity 897.4965
|
| 700 |
+
5700 train 6.484940 (lr=3.2479e-05) (hash(x)=47384182)
|
| 701 |
+
5800 val loss 6.3438
|
| 702 |
+
5800 val perplexity 568.9437
|
| 703 |
+
5800 train 6.210127 (lr=2.2493e-05) (hash(x)=51683744)
|
| 704 |
+
5900 val loss 6.9021
|
| 705 |
+
5900 val perplexity 994.3759
|
| 706 |
+
5900 train 6.890203 (lr=1.3076e-05) (hash(x)=52798836)
|
| 707 |
+
5800 val loss 6.9085
|
| 708 |
+
5800 val perplexity 1000.7233
|
| 709 |
+
5800 train 6.792042 (lr=8.9973e-06) (hash(x)=51683744)
|
| 710 |
+
5800 val loss 6.7971
|
| 711 |
+
5800 val perplexity 895.2123
|
| 712 |
+
5800 train 6.675380 (lr=3.1491e-05) (hash(x)=51683744)
|
| 713 |
+
5900 val loss 6.3346
|
| 714 |
+
5900 val perplexity 563.7436
|
| 715 |
+
5900 train 6.348949 (lr=2.1793e-05) (hash(x)=52798836)
|
| 716 |
+
6000 val loss 6.8993
|
| 717 |
+
6000 val perplexity 991.6287
|
| 718 |
+
6000 train 6.782576 (lr=1.2659e-05) (hash(x)=50945000)
|
| 719 |
+
5900 val loss 6.9018
|
| 720 |
+
5900 val perplexity 994.1043
|
| 721 |
+
5900 train 6.886106 (lr=8.7171e-06) (hash(x)=52798836)
|
| 722 |
+
5900 val loss 6.7984
|
| 723 |
+
5900 val perplexity 896.4216
|
| 724 |
+
5900 train 6.783849 (lr=3.0510e-05) (hash(x)=52798836)
|
| 725 |
+
6000 val loss 6.3380
|
| 726 |
+
6000 val perplexity 565.6832
|
| 727 |
+
6000 train 6.199138 (lr=2.1098e-05) (hash(x)=50945000)
|
| 728 |
+
6100 val loss 6.8996
|
| 729 |
+
6100 val perplexity 991.9120
|
| 730 |
+
6100 train 6.640050 (lr=1.2246e-05) (hash(x)=48964427)
|
| 731 |
+
6000 val loss 6.8999
|
| 732 |
+
6000 val perplexity 992.2005
|
| 733 |
+
6000 train 6.782024 (lr=8.4393e-06) (hash(x)=50945000)
|
| 734 |
+
6000 val loss 6.7892
|
| 735 |
+
6000 val perplexity 888.1768
|
| 736 |
+
6000 train 6.678681 (lr=2.9537e-05) (hash(x)=50945000)
|
| 737 |
+
6100 val loss 6.3275
|
| 738 |
+
6100 val perplexity 559.7340
|
| 739 |
+
6100 train 6.017313 (lr=2.0410e-05) (hash(x)=48964427)
|
| 740 |
+
6200 val loss 6.8946
|
| 741 |
+
6200 val perplexity 986.9628
|
| 742 |
+
6200 train 6.686383 (lr=1.1838e-05) (hash(x)=47148610)
|
| 743 |
+
6100 val loss 6.8952
|
| 744 |
+
6100 val perplexity 987.5494
|
| 745 |
+
6100 train 6.639012 (lr=8.1640e-06) (hash(x)=48964427)
|
| 746 |
+
6100 val loss 6.7925
|
| 747 |
+
6100 val perplexity 891.1420
|
| 748 |
+
6100 train 6.528467 (lr=2.8574e-05) (hash(x)=48964427)
|
| 749 |
+
6200 val loss 6.3256
|
| 750 |
+
6200 val perplexity 558.7103
|
| 751 |
+
6200 train 6.094476 (lr=1.9729e-05) (hash(x)=47148610)
|
| 752 |
+
6300 val loss 6.8914
|
| 753 |
+
6300 val perplexity 983.7978
|
| 754 |
+
6300 train 6.825513 (lr=1.1434e-05) (hash(x)=50860553)
|
| 755 |
+
6200 val loss 6.8907
|
| 756 |
+
6200 val perplexity 983.0869
|
| 757 |
+
6200 train 6.685598 (lr=7.8917e-06) (hash(x)=47148610)
|
| 758 |
+
6200 val loss 6.7949
|
| 759 |
+
6200 val perplexity 893.2441
|
| 760 |
+
6200 train 6.577856 (lr=2.7621e-05) (hash(x)=47148610)
|
| 761 |
+
6300 val loss 6.3159
|
| 762 |
+
6300 val perplexity 553.2820
|
| 763 |
+
6300 train 6.251698 (lr=1.9056e-05) (hash(x)=50860553)
|
| 764 |
+
6400 val loss 6.8844
|
| 765 |
+
6400 val perplexity 976.9618
|
| 766 |
+
6400 train 6.688293 (lr=1.1035e-05) (hash(x)=50553992)
|
| 767 |
+
6300 val loss 6.8884
|
| 768 |
+
6300 val perplexity 980.7968
|
| 769 |
+
6300 train 6.821770 (lr=7.6226e-06) (hash(x)=50860553)
|
| 770 |
+
6300 val loss 6.7858
|
| 771 |
+
6300 val perplexity 885.1630
|
| 772 |
+
6300 train 6.732771 (lr=2.6679e-05) (hash(x)=50860553)
|
| 773 |
+
6400 val loss 6.3137
|
| 774 |
+
6400 val perplexity 552.0735
|
| 775 |
+
6400 train 6.103390 (lr=1.8392e-05) (hash(x)=50553992)
|
| 776 |
+
6500 val loss 6.8819
|
| 777 |
+
6500 val perplexity 974.4667
|
| 778 |
+
6500 train 6.751459 (lr=1.0643e-05) (hash(x)=52521332)
|
| 779 |
+
6400 val loss 6.8830
|
| 780 |
+
6400 val perplexity 975.5029
|
| 781 |
+
6400 train 6.691499 (lr=7.3569e-06) (hash(x)=50553992)
|
| 782 |
+
6400 val loss 6.7848
|
| 783 |
+
6400 val perplexity 884.3045
|
| 784 |
+
6400 train 6.593803 (lr=2.5749e-05) (hash(x)=50553992)
|
| 785 |
+
6500 val loss 6.3159
|
| 786 |
+
6500 val perplexity 553.3113
|
| 787 |
+
6500 train 6.148011 (lr=1.7738e-05) (hash(x)=52521332)
|
| 788 |
+
6600 val loss 6.8706
|
| 789 |
+
6600 val perplexity 963.4868
|
| 790 |
+
6600 train 7.219240 (lr=1.0256e-05) (hash(x)=52609843)
|
| 791 |
+
6500 val loss 6.8780
|
| 792 |
+
6500 val perplexity 970.6671
|
| 793 |
+
6500 train 6.759769 (lr=7.0950e-06) (hash(x)=52521332)
|
| 794 |
+
6500 val loss 6.7864
|
| 795 |
+
6500 val perplexity 885.7056
|
| 796 |
+
6500 train 6.640779 (lr=2.4833e-05) (hash(x)=52521332)
|
| 797 |
+
6600 val loss 6.2923
|
| 798 |
+
6600 val perplexity 540.3746
|
| 799 |
+
6600 train 6.663771 (lr=1.7093e-05) (hash(x)=52609843)
|
| 800 |
+
6700 val loss 6.8572
|
| 801 |
+
6700 val perplexity 950.7396
|
| 802 |
+
6700 train 6.936516 (lr=9.8753e-06) (hash(x)=53632957)
|
| 803 |
+
6600 val loss 6.8663
|
| 804 |
+
6600 val perplexity 959.3960
|
| 805 |
+
6600 train 7.209294 (lr=6.8372e-06) (hash(x)=52609843)
|
| 806 |
+
6600 val loss 6.7701
|
| 807 |
+
6600 val perplexity 871.4236
|
| 808 |
+
6600 train 7.132092 (lr=2.3930e-05) (hash(x)=52609843)
|
| 809 |
+
6700 val loss 6.2836
|
| 810 |
+
6700 val perplexity 535.7344
|
| 811 |
+
6700 train 6.338120 (lr=1.6459e-05) (hash(x)=53632957)
|
| 812 |
+
6800 val loss 6.8541
|
| 813 |
+
6800 val perplexity 947.7671
|
| 814 |
+
6800 train 6.899356 (lr=9.5017e-06) (hash(x)=46927608)
|
| 815 |
+
6700 val loss 6.8581
|
| 816 |
+
6700 val perplexity 951.5292
|
| 817 |
+
6700 train 6.933838 (lr=6.5835e-06) (hash(x)=53632957)
|
| 818 |
+
6700 val loss 6.7589
|
| 819 |
+
6700 val perplexity 861.6755
|
| 820 |
+
6700 train 6.818271 (lr=2.3042e-05) (hash(x)=53632957)
|
| 821 |
+
6800 val loss 6.2808
|
| 822 |
+
6800 val perplexity 534.2219
|
| 823 |
+
6800 train 6.318456 (lr=1.5836e-05) (hash(x)=46927608)
|
| 824 |
+
6900 val loss 6.8460
|
| 825 |
+
6900 val perplexity 940.1440
|
| 826 |
+
6900 train 6.898056 (lr=9.1353e-06) (hash(x)=54483057)
|
| 827 |
+
6800 val loss 6.8557
|
| 828 |
+
6800 val perplexity 949.2742
|
| 829 |
+
6800 train 6.893238 (lr=6.3345e-06) (hash(x)=46927608)
|
| 830 |
+
6800 val loss 6.7582
|
| 831 |
+
6800 val perplexity 861.1172
|
| 832 |
+
6800 train 6.799270 (lr=2.2171e-05) (hash(x)=46927608)
|
| 833 |
+
6900 val loss 6.2722
|
| 834 |
+
6900 val perplexity 529.6454
|
| 835 |
+
6900 train 6.280756 (lr=1.5225e-05) (hash(x)=54483057)
|
| 836 |
+
7000 val loss 6.8406
|
| 837 |
+
7000 val perplexity 935.0188
|
| 838 |
+
7000 train 7.017616 (lr=8.7764e-06) (hash(x)=51493884)
|
| 839 |
+
6900 val loss 6.8503
|
| 840 |
+
6900 val perplexity 944.1887
|
| 841 |
+
6900 train 6.903790 (lr=6.0902e-06) (hash(x)=54483057)
|
| 842 |
+
6900 val loss 6.7468
|
| 843 |
+
6900 val perplexity 851.3662
|
| 844 |
+
6900 train 6.786250 (lr=2.1316e-05) (hash(x)=54483057)
|
| 845 |
+
7000 val loss 6.2622
|
| 846 |
+
7000 val perplexity 524.3632
|
| 847 |
+
7000 train 6.384635 (lr=1.4627e-05) (hash(x)=51493884)
|
| 848 |
+
7100 val loss 6.8341
|
| 849 |
+
7100 val perplexity 928.9899
|
| 850 |
+
7100 train 6.986980 (lr=8.4255e-06) (hash(x)=53303341)
|
| 851 |
+
7000 val loss 6.8478
|
| 852 |
+
7000 val perplexity 941.8038
|
| 853 |
+
7000 train 7.024706 (lr=5.8510e-06) (hash(x)=51493884)
|
| 854 |
+
7000 val loss 6.7401
|
| 855 |
+
7000 val perplexity 845.6735
|
| 856 |
+
7000 train 6.893335 (lr=2.0478e-05) (hash(x)=51493884)
|
| 857 |
+
7100 val loss 6.2533
|
| 858 |
+
7100 val perplexity 519.7358
|
| 859 |
+
7100 train 6.410233 (lr=1.4043e-05) (hash(x)=53303341)
|
| 860 |
+
7200 val loss 6.8317
|
| 861 |
+
7200 val perplexity 926.7962
|
| 862 |
+
7200 train 6.506523 (lr=8.0829e-06) (hash(x)=45272178)
|
| 863 |
+
7100 val loss 6.8382
|
| 864 |
+
7100 val perplexity 932.8452
|
| 865 |
+
7100 train 6.992830 (lr=5.6170e-06) (hash(x)=53303341)
|
| 866 |
+
7100 val loss 6.7416
|
| 867 |
+
7100 val perplexity 846.8945
|
| 868 |
+
7100 train 6.887737 (lr=1.9660e-05) (hash(x)=53303341)
|
| 869 |
+
7200 val loss 6.2521
|
| 870 |
+
7200 val perplexity 519.1124
|
| 871 |
+
7200 train 5.923408 (lr=1.3471e-05) (hash(x)=45272178)
|
| 872 |
+
7300 val loss 6.8276
|
| 873 |
+
7300 val perplexity 922.9598
|
| 874 |
+
7300 train 6.765221 (lr=7.7489e-06) (hash(x)=50389872)
|
| 875 |
+
7200 val loss 6.8349
|
| 876 |
+
7200 val perplexity 929.7535
|
| 877 |
+
7200 train 6.511398 (lr=5.3886e-06) (hash(x)=45272178)
|
| 878 |
+
7200 val loss 6.7386
|
| 879 |
+
7200 val perplexity 844.3676
|
| 880 |
+
7200 train 6.421773 (lr=1.8860e-05) (hash(x)=45272178)
|
| 881 |
+
7300 val loss 6.2463
|
| 882 |
+
7300 val perplexity 516.0956
|
| 883 |
+
7300 train 6.172292 (lr=1.2915e-05) (hash(x)=50389872)
|
| 884 |
+
7400 val loss 6.8232
|
| 885 |
+
7400 val perplexity 918.9180
|
| 886 |
+
7400 train 6.427763 (lr=7.4239e-06) (hash(x)=43796301)
|
| 887 |
+
7300 val loss 6.8288
|
| 888 |
+
7300 val perplexity 924.1048
|
| 889 |
+
7300 train 6.762436 (lr=5.1659e-06) (hash(x)=50389872)
|
| 890 |
+
7300 val loss 6.7364
|
| 891 |
+
7300 val perplexity 842.5316
|
| 892 |
+
7300 train 6.675917 (lr=1.8081e-05) (hash(x)=50389872)
|
| 893 |
+
7400 val loss 6.2405
|
| 894 |
+
7400 val perplexity 513.1138
|
| 895 |
+
7400 train 5.857545 (lr=1.2373e-05) (hash(x)=43796301)
|
| 896 |
+
7500 val loss 6.8176
|
| 897 |
+
7500 val perplexity 913.7742
|
| 898 |
+
7500 train 6.729806 (lr=7.1083e-06) (hash(x)=47808686)
|
| 899 |
+
7400 val loss 6.8260
|
| 900 |
+
7400 val perplexity 921.4642
|
| 901 |
+
7400 train 6.432824 (lr=4.9493e-06) (hash(x)=43796301)
|
| 902 |
+
7400 val loss 6.7280
|
| 903 |
+
7400 val perplexity 835.4955
|
| 904 |
+
7400 train 6.339929 (lr=1.7323e-05) (hash(x)=43796301)
|
| 905 |
+
7500 val loss 6.2347
|
| 906 |
+
7500 val perplexity 510.1292
|
| 907 |
+
7500 train 6.186483 (lr=1.1847e-05) (hash(x)=47808686)
|
| 908 |
+
7600 val loss 6.8152
|
| 909 |
+
7600 val perplexity 911.5635
|
| 910 |
+
7600 train 6.492714 (lr=6.8023e-06) (hash(x)=41936898)
|
| 911 |
+
7500 val loss 6.8228
|
| 912 |
+
7500 val perplexity 918.5723
|
| 913 |
+
7500 train 6.743688 (lr=4.7389e-06) (hash(x)=47808686)
|
| 914 |
+
7500 val loss 6.7312
|
| 915 |
+
7500 val perplexity 838.1662
|
| 916 |
+
7500 train 6.651219 (lr=1.6586e-05) (hash(x)=47808686)
|
| 917 |
+
7600 val loss 6.2323
|
| 918 |
+
7600 val perplexity 508.9238
|
| 919 |
+
7600 train 5.926254 (lr=1.1337e-05) (hash(x)=41936898)
|
| 920 |
+
7700 val loss 6.8156
|
| 921 |
+
7700 val perplexity 911.9543
|
| 922 |
+
7700 train 7.035799 (lr=6.5062e-06) (hash(x)=57550318)
|
| 923 |
+
7600 val loss 6.8198
|
| 924 |
+
7600 val perplexity 915.7760
|
| 925 |
+
7600 train 6.489659 (lr=4.5349e-06) (hash(x)=41936898)
|
| 926 |
+
7600 val loss 6.7244
|
| 927 |
+
7600 val perplexity 832.4652
|
| 928 |
+
7600 train 6.405721 (lr=1.5872e-05) (hash(x)=41936898)
|
| 929 |
+
7700 val loss 6.2320
|
| 930 |
+
7700 val perplexity 508.7766
|
| 931 |
+
7700 train 6.498176 (lr=1.0844e-05) (hash(x)=57550318)
|
| 932 |
+
7800 val loss 6.8077
|
| 933 |
+
7800 val perplexity 904.7552
|
| 934 |
+
7800 train 6.667345 (lr=6.2205e-06) (hash(x)=47485210)
|
| 935 |
+
7700 val loss 6.8177
|
| 936 |
+
7700 val perplexity 913.8815
|
| 937 |
+
7700 train 7.047784 (lr=4.3375e-06) (hash(x)=57550318)
|
| 938 |
+
7700 val loss 6.7234
|
| 939 |
+
7700 val perplexity 831.6507
|
| 940 |
+
7700 train 6.950782 (lr=1.5181e-05) (hash(x)=57550318)
|
| 941 |
+
7800 val loss 6.2312
|
| 942 |
+
7800 val perplexity 508.3616
|
| 943 |
+
7800 train 6.076318 (lr=1.0367e-05) (hash(x)=47485210)
|
| 944 |
+
7900 val loss 6.8062
|
| 945 |
+
7900 val perplexity 903.4692
|
| 946 |
+
7900 train 7.151995 (lr=5.9453e-06) (hash(x)=53228688)
|
| 947 |
+
7800 val loss 6.8134
|
| 948 |
+
7800 val perplexity 909.9406
|
| 949 |
+
7800 train 6.677879 (lr=4.1470e-06) (hash(x)=47485210)
|
| 950 |
+
7800 val loss 6.7184
|
| 951 |
+
7800 val perplexity 827.5126
|
| 952 |
+
7800 train 6.569107 (lr=1.4514e-05) (hash(x)=47485210)
|
| 953 |
+
7900 val loss 6.2215
|
| 954 |
+
7900 val perplexity 503.4525
|
| 955 |
+
7900 train 6.591218 (lr=9.9088e-06) (hash(x)=53228688)
|
| 956 |
+
8000 val loss 6.8044
|
| 957 |
+
8000 val perplexity 901.7992
|
| 958 |
+
8000 train 6.852820 (lr=5.6809e-06) (hash(x)=52018673)
|
| 959 |
+
7900 val loss 6.8108
|
| 960 |
+
7900 val perplexity 907.6062
|
| 961 |
+
7900 train 7.159123 (lr=3.9635e-06) (hash(x)=53228688)
|
| 962 |
+
7900 val loss 6.7168
|
| 963 |
+
7900 val perplexity 826.1689
|
| 964 |
+
7900 train 7.056360 (lr=1.3872e-05) (hash(x)=53228688)
|
| 965 |
+
8000 val loss 6.2179
|
| 966 |
+
8000 val perplexity 501.6553
|
| 967 |
+
8000 train 6.293939 (lr=9.4682e-06) (hash(x)=52018673)
|
| 968 |
+
8100 val loss 6.7997
|
| 969 |
+
8100 val perplexity 897.6198
|
| 970 |
+
8100 train 6.593906 (lr=5.4277e-06) (hash(x)=47079349)
|
| 971 |
+
8000 val loss 6.8103
|
| 972 |
+
8000 val perplexity 907.1532
|
| 973 |
+
8000 train 6.872995 (lr=3.7873e-06) (hash(x)=52018673)
|
| 974 |
+
8000 val loss 6.7181
|
| 975 |
+
8000 val perplexity 827.2534
|
| 976 |
+
8000 train 6.770758 (lr=1.3255e-05) (hash(x)=52018673)
|
| 977 |
+
8100 val loss 6.2129
|
| 978 |
+
8100 val perplexity 499.1537
|
| 979 |
+
8100 train 6.023364 (lr=9.0461e-06) (hash(x)=47079349)
|
| 980 |
+
8200 val loss 6.7971
|
| 981 |
+
8200 val perplexity 895.2606
|
| 982 |
+
8200 train 6.860888 (lr=5.1858e-06) (hash(x)=57921563)
|
| 983 |
+
8100 val loss 6.8062
|
| 984 |
+
8100 val perplexity 903.4011
|
| 985 |
+
8100 train 6.600097 (lr=3.6184e-06) (hash(x)=47079349)
|
| 986 |
+
8100 val loss 6.7129
|
| 987 |
+
8100 val perplexity 822.9833
|
| 988 |
+
8100 train 6.511360 (lr=1.2665e-05) (hash(x)=47079349)
|
| 989 |
+
8200 val loss 6.2123
|
| 990 |
+
8200 val perplexity 498.8536
|
| 991 |
+
8200 train 6.274234 (lr=8.6430e-06) (hash(x)=57921563)
|
| 992 |
+
8300 val loss 6.7956
|
| 993 |
+
8300 val perplexity 893.9357
|
| 994 |
+
8300 train 6.333303 (lr=4.9556e-06) (hash(x)=45038933)
|
| 995 |
+
8200 val loss 6.8044
|
| 996 |
+
8200 val perplexity 901.7893
|
| 997 |
+
8200 train 6.886234 (lr=3.4572e-06) (hash(x)=57921563)
|
| 998 |
+
8200 val loss 6.7100
|
| 999 |
+
8200 val perplexity 820.5785
|
| 1000 |
+
8200 train 6.749637 (lr=1.2100e-05) (hash(x)=57921563)
|
| 1001 |
+
8300 val loss 6.2076
|
| 1002 |
+
8300 val perplexity 496.5031
|
| 1003 |
+
8300 train 5.727176 (lr=8.2593e-06) (hash(x)=45038933)
|
| 1004 |
+
8400 val loss 6.8014
|
| 1005 |
+
8400 val perplexity 899.1366
|
| 1006 |
+
8400 train 6.681006 (lr=4.7372e-06) (hash(x)=47763246)
|
| 1007 |
+
8300 val loss 6.8026
|
| 1008 |
+
8300 val perplexity 900.1713
|
| 1009 |
+
8300 train 6.344654 (lr=3.3037e-06) (hash(x)=45038933)
|
| 1010 |
+
8400 val loss 6.2179
|
| 1011 |
+
8400 val perplexity 501.6299
|
| 1012 |
+
8400 train 6.083429 (lr=7.8953e-06) (hash(x)=47763246)
|
| 1013 |
+
8300 val loss 6.7081
|
| 1014 |
+
8300 val perplexity 818.9875
|
| 1015 |
+
8300 train 6.249794 (lr=1.1563e-05) (hash(x)=45038933)
|
| 1016 |
+
8500 val loss 6.7949
|
| 1017 |
+
8500 val perplexity 893.3076
|
| 1018 |
+
8500 train 6.825691 (lr=4.5309e-06) (hash(x)=56176595)
|
| 1019 |
+
8400 val loss 6.8055
|
| 1020 |
+
8400 val perplexity 902.7965
|
| 1021 |
+
8400 train 6.680042 (lr=3.1581e-06) (hash(x)=47763246)
|
| 1022 |
+
8500 val loss 6.2090
|
| 1023 |
+
8500 val perplexity 497.1946
|
| 1024 |
+
8500 train 6.305939 (lr=7.5515e-06) (hash(x)=56176595)
|
| 1025 |
+
8400 val loss 6.7128
|
| 1026 |
+
8400 val perplexity 822.8507
|
| 1027 |
+
8400 train 6.586521 (lr=1.1053e-05) (hash(x)=47763246)
|
| 1028 |
+
8600 val loss 6.7920
|
| 1029 |
+
8600 val perplexity 890.7125
|
| 1030 |
+
8600 train 6.854806 (lr=4.3369e-06) (hash(x)=55184249)
|
| 1031 |
+
8500 val loss 6.8023
|
| 1032 |
+
8500 val perplexity 899.9142
|
| 1033 |
+
8500 train 6.834250 (lr=3.0206e-06) (hash(x)=56176595)
|
| 1034 |
+
8600 val loss 6.2066
|
| 1035 |
+
8600 val perplexity 496.0045
|
| 1036 |
+
8600 train 6.306992 (lr=7.2282e-06) (hash(x)=55184249)
|
| 1037 |
+
8500 val loss 6.7070
|
| 1038 |
+
8500 val perplexity 818.1206
|
| 1039 |
+
8500 train 6.731531 (lr=1.0572e-05) (hash(x)=56176595)
|
| 1040 |
+
8700 val loss 6.7905
|
| 1041 |
+
8700 val perplexity 889.3621
|
| 1042 |
+
8700 train 6.757795 (lr=4.1554e-06) (hash(x)=46471646)
|
| 1043 |
+
8600 val loss 6.8010
|
| 1044 |
+
8600 val perplexity 898.7457
|
| 1045 |
+
8600 train 6.868478 (lr=2.8913e-06) (hash(x)=55184249)
|
| 1046 |
+
8700 val loss 6.2044
|
| 1047 |
+
8700 val perplexity 494.9356
|
| 1048 |
+
8700 train 6.142774 (lr=6.9257e-06) (hash(x)=46471646)
|
| 1049 |
+
8600 val loss 6.7051
|
| 1050 |
+
8600 val perplexity 816.5574
|
| 1051 |
+
8600 train 6.766881 (lr=1.0119e-05) (hash(x)=55184249)
|
| 1052 |
+
8800 val loss 6.7900
|
| 1053 |
+
8800 val perplexity 888.9067
|
| 1054 |
+
8800 train 6.528963 (lr=3.9866e-06) (hash(x)=46233162)
|
| 1055 |
+
8700 val loss 6.8006
|
| 1056 |
+
8700 val perplexity 898.3956
|
| 1057 |
+
8700 train 6.761759 (lr=2.7703e-06) (hash(x)=46471646)
|
| 1058 |
+
8800 val loss 6.2019
|
| 1059 |
+
8800 val perplexity 493.6650
|
| 1060 |
+
8800 train 5.902849 (lr=6.6444e-06) (hash(x)=46233162)
|
| 1061 |
+
8700 val loss 6.7049
|
| 1062 |
+
8700 val perplexity 816.4258
|
| 1063 |
+
8700 train 6.663841 (lr=9.6960e-06) (hash(x)=46471646)
|
| 1064 |
+
8900 val loss 6.7892
|
| 1065 |
+
8900 val perplexity 888.2064
|
| 1066 |
+
8900 train 6.687468 (lr=3.8307e-06) (hash(x)=47233684)
|
| 1067 |
+
8800 val loss 6.8005
|
| 1068 |
+
8800 val perplexity 898.3215
|
| 1069 |
+
8800 train 6.544139 (lr=2.6577e-06) (hash(x)=46233162)
|
| 1070 |
+
8900 val loss 6.2001
|
| 1071 |
+
8900 val perplexity 492.8117
|
| 1072 |
+
8900 train 6.111488 (lr=6.3845e-06) (hash(x)=47233684)
|
| 1073 |
+
8800 val loss 6.7042
|
| 1074 |
+
8800 val perplexity 815.7993
|
| 1075 |
+
8800 train 6.450424 (lr=9.3021e-06) (hash(x)=46233162)
|
| 1076 |
+
9000 val loss 6.7840
|
| 1077 |
+
9000 val perplexity 883.5842
|
| 1078 |
+
9000 train 6.694007 (lr=3.6877e-06) (hash(x)=48374529)
|
| 1079 |
+
8900 val loss 6.7976
|
| 1080 |
+
8900 val perplexity 895.6607
|
| 1081 |
+
8900 train 6.697267 (lr=2.5538e-06) (hash(x)=47233684)
|
| 1082 |
+
9000 val loss 6.1962
|
| 1083 |
+
9000 val perplexity 490.8607
|
| 1084 |
+
9000 train 6.080988 (lr=6.1462e-06) (hash(x)=48374529)
|
| 1085 |
+
9100 val loss 6.7769
|
| 1086 |
+
9100 val perplexity 877.3354
|
| 1087 |
+
9100 train 6.733949 (lr=3.5580e-06) (hash(x)=48065371)
|
| 1088 |
+
8900 val loss 6.7280
|
| 1089 |
+
8900 val perplexity 835.4911
|
| 1090 |
+
8900 train 6.629285 (lr=8.9382e-06) (hash(x)=47233684)
|
| 1091 |
+
9000 val loss 6.7929
|
| 1092 |
+
9000 val perplexity 891.4957
|
| 1093 |
+
9000 train 6.712595 (lr=2.4585e-06) (hash(x)=48374529)
|
| 1094 |
+
9100 val loss 6.1904
|
| 1095 |
+
9100 val perplexity 488.0458
|
| 1096 |
+
9100 train 6.196475 (lr=5.9300e-06) (hash(x)=48065371)
|
| 1097 |
+
9200 val loss 6.7719
|
| 1098 |
+
9200 val perplexity 872.9341
|
| 1099 |
+
9200 train 6.709245 (lr=3.4415e-06) (hash(x)=47408078)
|
| 1100 |
+
9000 val loss 6.7004
|
| 1101 |
+
9000 val perplexity 812.7133
|
| 1102 |
+
9000 train 6.625999 (lr=8.6047e-06) (hash(x)=48374529)
|
| 1103 |
+
9100 val loss 6.7882
|
| 1104 |
+
9100 val perplexity 887.2844
|
| 1105 |
+
9100 train 6.745033 (lr=2.3720e-06) (hash(x)=48065371)
|
| 1106 |
+
9200 val loss 6.1849
|
| 1107 |
+
9200 val perplexity 485.3546
|
| 1108 |
+
9200 train 6.187281 (lr=5.7359e-06) (hash(x)=47408078)
|
| 1109 |
+
9300 val loss 6.7691
|
| 1110 |
+
9300 val perplexity 870.5515
|
| 1111 |
+
9300 train 6.798889 (lr=3.3385e-06) (hash(x)=50749781)
|
| 1112 |
+
9100 val loss 6.6936
|
| 1113 |
+
9100 val perplexity 807.1893
|
| 1114 |
+
9100 train 6.639514 (lr=8.3020e-06) (hash(x)=48065371)
|
| 1115 |
+
9200 val loss 6.7833
|
| 1116 |
+
9200 val perplexity 882.9709
|
| 1117 |
+
9200 train 6.725305 (lr=2.2943e-06) (hash(x)=47408078)
|
| 1118 |
+
9300 val loss 6.1818
|
| 1119 |
+
9300 val perplexity 483.8589
|
| 1120 |
+
9300 train 6.174564 (lr=5.5641e-06) (hash(x)=50749781)
|
| 1121 |
+
9400 val loss 6.7662
|
| 1122 |
+
9400 val perplexity 868.0317
|
| 1123 |
+
9400 train 6.935981 (lr=3.2490e-06) (hash(x)=48560169)
|
| 1124 |
+
9200 val loss 6.6890
|
| 1125 |
+
9200 val perplexity 803.4981
|
| 1126 |
+
9200 train 6.640819 (lr=8.0302e-06) (hash(x)=47408078)
|
| 1127 |
+
9300 val loss 6.7810
|
| 1128 |
+
9300 val perplexity 880.9481
|
| 1129 |
+
9300 train 6.805525 (lr=2.2256e-06) (hash(x)=50749781)
|
| 1130 |
+
9400 val loss 6.1777
|
| 1131 |
+
9400 val perplexity 481.8840
|
| 1132 |
+
9400 train 6.386855 (lr=5.4149e-06) (hash(x)=48560169)
|
| 1133 |
+
9500 val loss 6.7656
|
| 1134 |
+
9500 val perplexity 867.4702
|
| 1135 |
+
9500 train 6.858753 (lr=3.1730e-06) (hash(x)=50936392)
|
| 1136 |
+
9300 val loss 6.6884
|
| 1137 |
+
9300 val perplexity 803.0623
|
| 1138 |
+
9300 train 6.706632 (lr=7.7898e-06) (hash(x)=50749781)
|
| 1139 |
+
9400 val loss 6.7790
|
| 1140 |
+
9400 val perplexity 879.1718
|
| 1141 |
+
9400 train 6.955186 (lr=2.1660e-06) (hash(x)=48560169)
|
| 1142 |
+
9500 val loss 6.1773
|
| 1143 |
+
9500 val perplexity 481.6834
|
| 1144 |
+
9500 train 6.323741 (lr=5.2884e-06) (hash(x)=50936392)
|
| 1145 |
+
9600 val loss 6.7621
|
| 1146 |
+
9600 val perplexity 864.4913
|
| 1147 |
+
9600 train 6.770996 (lr=3.1108e-06) (hash(x)=50651714)
|
| 1148 |
+
9400 val loss 6.6865
|
| 1149 |
+
9400 val perplexity 801.5171
|
| 1150 |
+
9400 train 6.862773 (lr=7.5809e-06) (hash(x)=48560169)
|
| 1151 |
+
9500 val loss 6.7787
|
| 1152 |
+
9500 val perplexity 878.9538
|
| 1153 |
+
9500 train 6.867536 (lr=2.1154e-06) (hash(x)=50936392)
|
| 1154 |
+
9600 val loss 6.1737
|
| 1155 |
+
9600 val perplexity 479.9369
|
| 1156 |
+
9600 train 6.183331 (lr=5.1847e-06) (hash(x)=50651714)
|
| 1157 |
+
9700 val loss 6.7618
|
| 1158 |
+
9700 val perplexity 864.1599
|
| 1159 |
+
9700 train 6.810016 (lr=3.0624e-06) (hash(x)=47311384)
|
| 1160 |
+
9500 val loss 6.6858
|
| 1161 |
+
9500 val perplexity 800.9467
|
| 1162 |
+
9500 train 6.774101 (lr=7.4038e-06) (hash(x)=50936392)
|
| 1163 |
+
9600 val loss 6.7750
|
| 1164 |
+
9600 val perplexity 875.6749
|
| 1165 |
+
9600 train 6.782158 (lr=2.0739e-06) (hash(x)=50651714)
|
| 1166 |
+
9700 val loss 6.1739
|
| 1167 |
+
9700 val perplexity 480.0685
|
| 1168 |
+
9700 train 6.242620 (lr=5.1040e-06) (hash(x)=47311384)
|
| 1169 |
+
9800 val loss 6.7606
|
| 1170 |
+
9800 val perplexity 863.1872
|
| 1171 |
+
9800 train 6.851887 (lr=3.0277e-06) (hash(x)=50921139)
|
| 1172 |
+
9600 val loss 6.6821
|
| 1173 |
+
9600 val perplexity 798.0090
|
| 1174 |
+
9600 train 6.700386 (lr=7.2586e-06) (hash(x)=50651714)
|
| 1175 |
+
9700 val loss 6.7748
|
| 1176 |
+
9700 val perplexity 875.5066
|
| 1177 |
+
9700 train 6.824248 (lr=2.0416e-06) (hash(x)=47311384)
|
| 1178 |
+
9700 val loss 6.6819
|
| 1179 |
+
9700 val perplexity 797.8264
|
| 1180 |
+
9700 train 6.707674 (lr=7.1456e-06) (hash(x)=47311384)
|
| 1181 |
+
9800 val loss 6.1714
|
| 1182 |
+
9800 val perplexity 478.8529
|
| 1183 |
+
9900 val loss 6.7642
|
| 1184 |
+
9900 val perplexity 866.2962
|
| 1185 |
+
9800 train 6.277335 (lr=5.0462e-06) (hash(x)=50921139)
|
| 1186 |
+
9900 train 6.832372 (lr=3.0069e-06) (hash(x)=48142455)
|
| 1187 |
+
9800 val loss 6.7740
|
| 1188 |
+
9800 val perplexity 874.7659
|
| 1189 |
+
9800 train 6.852812 (lr=2.0185e-06) (hash(x)=50921139)
|
| 1190 |
+
9800 val loss 6.6834
|
| 1191 |
+
9800 val perplexity 799.0583
|
| 1192 |
+
9800 train 6.780736 (lr=7.0647e-06) (hash(x)=50921139)
|
| 1193 |
+
9900 val loss 6.7763
|
| 1194 |
+
9900 val perplexity 876.8536
|
| 1195 |
+
9900 train 6.845608 (lr=2.0046e-06) (hash(x)=48142455)
|
| 1196 |
+
9900 val loss 6.6816
|
| 1197 |
+
9900 val perplexity 797.6224
|
| 1198 |
+
9900 train 6.752887 (lr=7.0162e-06) (hash(x)=48142455)
|
| 1199 |
+
9999 val loss 6.7563
|
| 1200 |
+
9999 val perplexity 859.4526
|
| 1201 |
+
9900 val loss 6.1866
|
| 1202 |
+
9900 val perplexity 486.1883
|
| 1203 |
+
9900 train 6.339453 (lr=5.0116e-06) (hash(x)=48142455)
|
| 1204 |
+
9999 val loss 6.6808
|
| 1205 |
+
9999 val perplexity 796.9465
|
| 1206 |
+
9999 val loss 6.7708
|
| 1207 |
+
9999 val perplexity 872.0459
|
| 1208 |
+
9999 val loss 6.1683
|
| 1209 |
+
9999 val perplexity 477.3951
|
attention_kindselective_n_heads8_seed1339/model_02500.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8cc97daafc5f6ded218c83e1b779eb3d5e97ba3598ab35305df344c8869610e8
|
| 3 |
+
size 257976706
|
attention_kindselective_n_heads8_seed1339/model_05000.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2cb8ebeeccc09ab5d42dc52154f3bc963855ad035936bf90089675a51ce9c382
|
| 3 |
+
size 257976706
|
attention_kindselective_n_heads8_seed1339/model_07500.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:80a4b48de41d0bff6b808707d66b00458018754a102bccc0170d3dabd0a8017a
|
| 3 |
+
size 257976706
|
attention_kindselective_n_heads8_seed1339/model_09999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1382134aa91d192f7966000d70b476917de03bd95cdf60fc4eaeb69c0ae25798
|
| 3 |
+
size 257976706
|
attention_kindselective_n_heads8_seed1339/optimizer_02500.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:eecd2916e9fcb62023114ef3d168d16a02311d6db718b9ed79b44949ec4fdbf0
|
| 3 |
+
size 509672838
|
attention_kindselective_n_heads8_seed1339/optimizer_05000.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3688091768d19206e9078a5e8894f0b8c17e39cea9c6e9bbf6c10abb705e06a0
|
| 3 |
+
size 509672838
|
attention_kindselective_n_heads8_seed1339/optimizer_07500.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a603a4dc1aa4548b8438e55cbd52bf233b711699976c0fba008d5aaee5ba4c8e
|
| 3 |
+
size 509672838
|
attention_kindselective_n_heads8_seed1339/optimizer_09999.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:206e13efb97150555c1ca2b999f82739aba7206cd7894c146f5a95fbec5bed4f
|
| 3 |
+
size 509672838
|