Upload with huggingface_hub
Browse files- checkpoint-345/config.json +26 -0
- checkpoint-345/ipu_config.json +33 -0
- checkpoint-345/optimizer.pt +3 -0
- checkpoint-345/pytorch_model.bin +3 -0
- checkpoint-345/rng_state.pth +3 -0
- checkpoint-345/scheduler.pt +3 -0
- checkpoint-345/trainer_state.json +95 -0
- checkpoint-345/training_args.bin +3 -0
- checkpoint-690/config.json +26 -0
- checkpoint-690/ipu_config.json +33 -0
- checkpoint-690/optimizer.pt +3 -0
- checkpoint-690/pytorch_model.bin +3 -0
- checkpoint-690/rng_state.pth +3 -0
- checkpoint-690/scheduler.pt +3 -0
- checkpoint-690/trainer_state.json +179 -0
- checkpoint-690/training_args.bin +3 -0
- config.json +26 -0
- ipu_config.json +33 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-345/config.json
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "Graphcore/bert-large-uncased",
|
3 |
+
"architectures": [
|
4 |
+
"PoptorchPipelinedBertForQuestionAnswering"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"gradient_checkpointing": false,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.1,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 4096,
|
14 |
+
"layer_norm_eps": 0.001,
|
15 |
+
"max_position_embeddings": 512,
|
16 |
+
"model_type": "bert",
|
17 |
+
"num_attention_heads": 16,
|
18 |
+
"num_hidden_layers": 24,
|
19 |
+
"pad_token_id": 0,
|
20 |
+
"position_embedding_type": "absolute",
|
21 |
+
"torch_dtype": "float16",
|
22 |
+
"transformers_version": "4.20.1",
|
23 |
+
"type_vocab_size": 2,
|
24 |
+
"use_cache": true,
|
25 |
+
"vocab_size": 30522
|
26 |
+
}
|
checkpoint-345/ipu_config.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_loss_scaling": false,
|
3 |
+
"device_iterations": 1,
|
4 |
+
"embedding_serialization_factor": 2,
|
5 |
+
"enable_half_partials": true,
|
6 |
+
"executable_cache_dir": "/tmp/exe_cache/introduction_to_optimum_graphcore",
|
7 |
+
"execute_encoder_on_cpu_for_generation": false,
|
8 |
+
"gradient_accumulation_steps": 256,
|
9 |
+
"inference_device_iterations": 5,
|
10 |
+
"inference_replication_factor": 1,
|
11 |
+
"ipus_per_replica": 4,
|
12 |
+
"layers_per_ipu": [
|
13 |
+
3,
|
14 |
+
7,
|
15 |
+
7,
|
16 |
+
7
|
17 |
+
],
|
18 |
+
"matmul_proportion": [
|
19 |
+
0.15,
|
20 |
+
0.18,
|
21 |
+
0.2,
|
22 |
+
0.25
|
23 |
+
],
|
24 |
+
"optimizer_state_offchip": true,
|
25 |
+
"optimum_version": "1.6.1",
|
26 |
+
"output_mode": "final",
|
27 |
+
"recompute_checkpoint_every_layer": true,
|
28 |
+
"replicated_tensor_sharding": false,
|
29 |
+
"replication_factor": 1,
|
30 |
+
"seed": 42,
|
31 |
+
"sharded_execution_for_inference": false,
|
32 |
+
"transformers_version": "4.20.1"
|
33 |
+
}
|
checkpoint-345/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9cab570fc93cd09232d801f1b76de79820f31a1f2f9b9c56ff67b12a73ab97d6
|
3 |
+
size 2005478613
|
checkpoint-345/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:18ae1bb25a3706c33ee88b1e1641f43752ad7b67f268d65a3d7e230418d85474
|
3 |
+
size 668321389
|
checkpoint-345/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ee7ffc5810caeabbdfa3adb23763a98c55c2da84f3150a7bc3a09b3390dd145a
|
3 |
+
size 13553
|
checkpoint-345/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e4b7ebbcaf5df410427daf0fe4e6c4360e29db9a3a70e622d1a6d9edfd24355a
|
3 |
+
size 627
|
checkpoint-345/trainer_state.json
ADDED
@@ -0,0 +1,95 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 1.0,
|
5 |
+
"global_step": 345,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.07,
|
12 |
+
"learning_rate": 0.0001927536231884058,
|
13 |
+
"loss": 2.497,
|
14 |
+
"step": 25
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.14,
|
18 |
+
"learning_rate": 0.0001855072463768116,
|
19 |
+
"loss": 1.0576,
|
20 |
+
"step": 50
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.22,
|
24 |
+
"learning_rate": 0.0001782608695652174,
|
25 |
+
"loss": 1.063,
|
26 |
+
"step": 75
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.29,
|
30 |
+
"learning_rate": 0.0001710144927536232,
|
31 |
+
"loss": 1.5434,
|
32 |
+
"step": 100
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.36,
|
36 |
+
"learning_rate": 0.000163768115942029,
|
37 |
+
"loss": 1.1751,
|
38 |
+
"step": 125
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.43,
|
42 |
+
"learning_rate": 0.0001565217391304348,
|
43 |
+
"loss": 0.9868,
|
44 |
+
"step": 150
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.51,
|
48 |
+
"learning_rate": 0.00014927536231884058,
|
49 |
+
"loss": 1.0466,
|
50 |
+
"step": 175
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.58,
|
54 |
+
"learning_rate": 0.00014202898550724638,
|
55 |
+
"loss": 0.7962,
|
56 |
+
"step": 200
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.65,
|
60 |
+
"learning_rate": 0.0001347826086956522,
|
61 |
+
"loss": 1.0158,
|
62 |
+
"step": 225
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.72,
|
66 |
+
"learning_rate": 0.00012753623188405797,
|
67 |
+
"loss": 0.8366,
|
68 |
+
"step": 250
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 0.8,
|
72 |
+
"learning_rate": 0.00012028985507246378,
|
73 |
+
"loss": 1.2794,
|
74 |
+
"step": 275
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.87,
|
78 |
+
"learning_rate": 0.00011304347826086956,
|
79 |
+
"loss": 1.6535,
|
80 |
+
"step": 300
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.94,
|
84 |
+
"learning_rate": 0.00010579710144927538,
|
85 |
+
"loss": 0.878,
|
86 |
+
"step": 325
|
87 |
+
}
|
88 |
+
],
|
89 |
+
"max_steps": 690,
|
90 |
+
"num_train_epochs": 2,
|
91 |
+
"start_time": 1678594586.128044,
|
92 |
+
"total_flos": 1.5748493096591032e+19,
|
93 |
+
"trial_name": null,
|
94 |
+
"trial_params": null
|
95 |
+
}
|
checkpoint-345/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3081639520de5c1f5c8a12096f2aefdcc1fbcd041daa5e0a52782bdd2823f1ae
|
3 |
+
size 2747
|
checkpoint-690/config.json
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "Graphcore/bert-large-uncased",
|
3 |
+
"architectures": [
|
4 |
+
"PoptorchPipelinedBertForQuestionAnswering"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"gradient_checkpointing": false,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.1,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 4096,
|
14 |
+
"layer_norm_eps": 0.001,
|
15 |
+
"max_position_embeddings": 512,
|
16 |
+
"model_type": "bert",
|
17 |
+
"num_attention_heads": 16,
|
18 |
+
"num_hidden_layers": 24,
|
19 |
+
"pad_token_id": 0,
|
20 |
+
"position_embedding_type": "absolute",
|
21 |
+
"torch_dtype": "float16",
|
22 |
+
"transformers_version": "4.20.1",
|
23 |
+
"type_vocab_size": 2,
|
24 |
+
"use_cache": true,
|
25 |
+
"vocab_size": 30522
|
26 |
+
}
|
checkpoint-690/ipu_config.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_loss_scaling": false,
|
3 |
+
"device_iterations": 1,
|
4 |
+
"embedding_serialization_factor": 2,
|
5 |
+
"enable_half_partials": true,
|
6 |
+
"executable_cache_dir": "/tmp/exe_cache/introduction_to_optimum_graphcore",
|
7 |
+
"execute_encoder_on_cpu_for_generation": false,
|
8 |
+
"gradient_accumulation_steps": 256,
|
9 |
+
"inference_device_iterations": 5,
|
10 |
+
"inference_replication_factor": 1,
|
11 |
+
"ipus_per_replica": 4,
|
12 |
+
"layers_per_ipu": [
|
13 |
+
3,
|
14 |
+
7,
|
15 |
+
7,
|
16 |
+
7
|
17 |
+
],
|
18 |
+
"matmul_proportion": [
|
19 |
+
0.15,
|
20 |
+
0.18,
|
21 |
+
0.2,
|
22 |
+
0.25
|
23 |
+
],
|
24 |
+
"optimizer_state_offchip": true,
|
25 |
+
"optimum_version": "1.6.1",
|
26 |
+
"output_mode": "final",
|
27 |
+
"recompute_checkpoint_every_layer": true,
|
28 |
+
"replicated_tensor_sharding": false,
|
29 |
+
"replication_factor": 1,
|
30 |
+
"seed": 42,
|
31 |
+
"sharded_execution_for_inference": false,
|
32 |
+
"transformers_version": "4.20.1"
|
33 |
+
}
|
checkpoint-690/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a7359d64cf80b9a580a0d983fafbdb051917346193468994ae564d989b69d655
|
3 |
+
size 2005478613
|
checkpoint-690/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5f384c444fd59609a964def97aa72c65f137875bd481e99af953082f996446c4
|
3 |
+
size 668321389
|
checkpoint-690/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7f362665c85f7d92ec1a357fc4e578a4577ab5e1c41aa343b3753ce3487396f4
|
3 |
+
size 13553
|
checkpoint-690/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7f9e754df881686260f74a9c79c598c26991e8db0261f411577cf8ccd137b8f
|
3 |
+
size 627
|
checkpoint-690/trainer_state.json
ADDED
@@ -0,0 +1,179 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 2.0,
|
5 |
+
"global_step": 690,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.07,
|
12 |
+
"learning_rate": 0.0001927536231884058,
|
13 |
+
"loss": 2.497,
|
14 |
+
"step": 25
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.14,
|
18 |
+
"learning_rate": 0.0001855072463768116,
|
19 |
+
"loss": 1.0576,
|
20 |
+
"step": 50
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.22,
|
24 |
+
"learning_rate": 0.0001782608695652174,
|
25 |
+
"loss": 1.063,
|
26 |
+
"step": 75
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.29,
|
30 |
+
"learning_rate": 0.0001710144927536232,
|
31 |
+
"loss": 1.5434,
|
32 |
+
"step": 100
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.36,
|
36 |
+
"learning_rate": 0.000163768115942029,
|
37 |
+
"loss": 1.1751,
|
38 |
+
"step": 125
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.43,
|
42 |
+
"learning_rate": 0.0001565217391304348,
|
43 |
+
"loss": 0.9868,
|
44 |
+
"step": 150
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.51,
|
48 |
+
"learning_rate": 0.00014927536231884058,
|
49 |
+
"loss": 1.0466,
|
50 |
+
"step": 175
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.58,
|
54 |
+
"learning_rate": 0.00014202898550724638,
|
55 |
+
"loss": 0.7962,
|
56 |
+
"step": 200
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.65,
|
60 |
+
"learning_rate": 0.0001347826086956522,
|
61 |
+
"loss": 1.0158,
|
62 |
+
"step": 225
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.72,
|
66 |
+
"learning_rate": 0.00012753623188405797,
|
67 |
+
"loss": 0.8366,
|
68 |
+
"step": 250
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 0.8,
|
72 |
+
"learning_rate": 0.00012028985507246378,
|
73 |
+
"loss": 1.2794,
|
74 |
+
"step": 275
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.87,
|
78 |
+
"learning_rate": 0.00011304347826086956,
|
79 |
+
"loss": 1.6535,
|
80 |
+
"step": 300
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.94,
|
84 |
+
"learning_rate": 0.00010579710144927538,
|
85 |
+
"loss": 0.878,
|
86 |
+
"step": 325
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.01,
|
90 |
+
"learning_rate": 9.855072463768117e-05,
|
91 |
+
"loss": 0.6866,
|
92 |
+
"step": 350
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 1.09,
|
96 |
+
"learning_rate": 9.130434782608696e-05,
|
97 |
+
"loss": 0.5021,
|
98 |
+
"step": 375
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 1.16,
|
102 |
+
"learning_rate": 8.405797101449276e-05,
|
103 |
+
"loss": 0.4383,
|
104 |
+
"step": 400
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 1.23,
|
108 |
+
"learning_rate": 7.681159420289855e-05,
|
109 |
+
"loss": 0.4791,
|
110 |
+
"step": 425
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 1.3,
|
114 |
+
"learning_rate": 6.956521739130436e-05,
|
115 |
+
"loss": 0.5432,
|
116 |
+
"step": 450
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 1.38,
|
120 |
+
"learning_rate": 6.231884057971015e-05,
|
121 |
+
"loss": 0.3643,
|
122 |
+
"step": 475
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 1.45,
|
126 |
+
"learning_rate": 5.507246376811594e-05,
|
127 |
+
"loss": 1.4377,
|
128 |
+
"step": 500
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 1.52,
|
132 |
+
"learning_rate": 4.782608695652174e-05,
|
133 |
+
"loss": 0.4916,
|
134 |
+
"step": 525
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 1.59,
|
138 |
+
"learning_rate": 4.057971014492754e-05,
|
139 |
+
"loss": 0.5831,
|
140 |
+
"step": 550
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 1.67,
|
144 |
+
"learning_rate": 3.3333333333333335e-05,
|
145 |
+
"loss": 0.7232,
|
146 |
+
"step": 575
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 1.74,
|
150 |
+
"learning_rate": 2.608695652173913e-05,
|
151 |
+
"loss": 0.7072,
|
152 |
+
"step": 600
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 1.81,
|
156 |
+
"learning_rate": 1.8840579710144928e-05,
|
157 |
+
"loss": 0.5308,
|
158 |
+
"step": 625
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 1.88,
|
162 |
+
"learning_rate": 1.1594202898550725e-05,
|
163 |
+
"loss": 0.4856,
|
164 |
+
"step": 650
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 1.96,
|
168 |
+
"learning_rate": 4.347826086956522e-06,
|
169 |
+
"loss": 0.8379,
|
170 |
+
"step": 675
|
171 |
+
}
|
172 |
+
],
|
173 |
+
"max_steps": 690,
|
174 |
+
"num_train_epochs": 2,
|
175 |
+
"start_time": 1678594586.128044,
|
176 |
+
"total_flos": 3.1496986193182065e+19,
|
177 |
+
"trial_name": null,
|
178 |
+
"trial_params": null
|
179 |
+
}
|
checkpoint-690/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3081639520de5c1f5c8a12096f2aefdcc1fbcd041daa5e0a52782bdd2823f1ae
|
3 |
+
size 2747
|
config.json
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "Graphcore/bert-large-uncased",
|
3 |
+
"architectures": [
|
4 |
+
"PoptorchPipelinedBertForQuestionAnswering"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"gradient_checkpointing": false,
|
9 |
+
"hidden_act": "gelu",
|
10 |
+
"hidden_dropout_prob": 0.1,
|
11 |
+
"hidden_size": 1024,
|
12 |
+
"initializer_range": 0.02,
|
13 |
+
"intermediate_size": 4096,
|
14 |
+
"layer_norm_eps": 0.001,
|
15 |
+
"max_position_embeddings": 512,
|
16 |
+
"model_type": "bert",
|
17 |
+
"num_attention_heads": 16,
|
18 |
+
"num_hidden_layers": 24,
|
19 |
+
"pad_token_id": 0,
|
20 |
+
"position_embedding_type": "absolute",
|
21 |
+
"torch_dtype": "float16",
|
22 |
+
"transformers_version": "4.20.1",
|
23 |
+
"type_vocab_size": 2,
|
24 |
+
"use_cache": true,
|
25 |
+
"vocab_size": 30522
|
26 |
+
}
|
ipu_config.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_loss_scaling": false,
|
3 |
+
"device_iterations": 1,
|
4 |
+
"embedding_serialization_factor": 2,
|
5 |
+
"enable_half_partials": true,
|
6 |
+
"executable_cache_dir": "/tmp/exe_cache/introduction_to_optimum_graphcore",
|
7 |
+
"execute_encoder_on_cpu_for_generation": false,
|
8 |
+
"gradient_accumulation_steps": 256,
|
9 |
+
"inference_device_iterations": 5,
|
10 |
+
"inference_replication_factor": 1,
|
11 |
+
"ipus_per_replica": 4,
|
12 |
+
"layers_per_ipu": [
|
13 |
+
3,
|
14 |
+
7,
|
15 |
+
7,
|
16 |
+
7
|
17 |
+
],
|
18 |
+
"matmul_proportion": [
|
19 |
+
0.15,
|
20 |
+
0.18,
|
21 |
+
0.2,
|
22 |
+
0.25
|
23 |
+
],
|
24 |
+
"optimizer_state_offchip": true,
|
25 |
+
"optimum_version": "1.6.1",
|
26 |
+
"output_mode": "final",
|
27 |
+
"recompute_checkpoint_every_layer": true,
|
28 |
+
"replicated_tensor_sharding": false,
|
29 |
+
"replication_factor": 1,
|
30 |
+
"seed": 42,
|
31 |
+
"sharded_execution_for_inference": false,
|
32 |
+
"transformers_version": "4.20.1"
|
33 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5f384c444fd59609a964def97aa72c65f137875bd481e99af953082f996446c4
|
3 |
+
size 668321389
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3081639520de5c1f5c8a12096f2aefdcc1fbcd041daa5e0a52782bdd2823f1ae
|
3 |
+
size 2747
|