Upload 8 files
Browse files- config.json +39 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +26 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +122 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "MCG-NJU/videomae-base-finetuned-kinetics",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"VideoMAEForVideoClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.2,
|
| 7 |
+
"decoder_hidden_size": 384,
|
| 8 |
+
"decoder_intermediate_size": 1536,
|
| 9 |
+
"decoder_num_attention_heads": 6,
|
| 10 |
+
"decoder_num_hidden_layers": 4,
|
| 11 |
+
"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.2,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "real",
|
| 16 |
+
"1": "fake"
|
| 17 |
+
},
|
| 18 |
+
"image_size": 224,
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"intermediate_size": 3072,
|
| 21 |
+
"label2id": {
|
| 22 |
+
"fake": 1,
|
| 23 |
+
"real": 0
|
| 24 |
+
},
|
| 25 |
+
"layer_norm_eps": 1e-12,
|
| 26 |
+
"model_type": "videomae",
|
| 27 |
+
"norm_pix_loss": false,
|
| 28 |
+
"num_attention_heads": 12,
|
| 29 |
+
"num_channels": 3,
|
| 30 |
+
"num_frames": 16,
|
| 31 |
+
"num_hidden_layers": 12,
|
| 32 |
+
"patch_size": 16,
|
| 33 |
+
"problem_type": "single_label_classification",
|
| 34 |
+
"qkv_bias": true,
|
| 35 |
+
"torch_dtype": "float32",
|
| 36 |
+
"transformers_version": "4.45.2",
|
| 37 |
+
"tubelet_size": 2,
|
| 38 |
+
"use_mean_pooling": true
|
| 39 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e2de94702a1968a932f3aabdf5140493c8cbd6635626e9d96bf467ee40effc5
|
| 3 |
+
size 344937328
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0a8e41cddb916740cf08473067300834489b479330a158869ce871890ccbbd56
|
| 3 |
+
size 689986059
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"crop_size": {
|
| 3 |
+
"height": 224,
|
| 4 |
+
"width": 224
|
| 5 |
+
},
|
| 6 |
+
"do_center_crop": true,
|
| 7 |
+
"do_normalize": true,
|
| 8 |
+
"do_rescale": true,
|
| 9 |
+
"do_resize": true,
|
| 10 |
+
"image_mean": [
|
| 11 |
+
0.485,
|
| 12 |
+
0.456,
|
| 13 |
+
0.406
|
| 14 |
+
],
|
| 15 |
+
"image_processor_type": "VideoMAEImageProcessor",
|
| 16 |
+
"image_std": [
|
| 17 |
+
0.229,
|
| 18 |
+
0.224,
|
| 19 |
+
0.225
|
| 20 |
+
],
|
| 21 |
+
"resample": 2,
|
| 22 |
+
"rescale_factor": 0.00392156862745098,
|
| 23 |
+
"size": {
|
| 24 |
+
"shortest_edge": 224
|
| 25 |
+
}
|
| 26 |
+
}
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:df478b1fa964566c69b7311b28064d90238d78f7f610f1059ad796bb889e99ce
|
| 3 |
+
size 14645
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4dd1a75d436c69d0c5fb1d88b8c5bbdc427541263af841b0f38051e5a7d73241
|
| 3 |
+
size 1465
|
trainer_state.json
ADDED
|
@@ -0,0 +1,122 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 50,
|
| 6 |
+
"global_step": 290,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.3448275862068966,
|
| 13 |
+
"grad_norm": 6.0372772216796875,
|
| 14 |
+
"learning_rate": 4.920557351506409e-05,
|
| 15 |
+
"loss": 0.7,
|
| 16 |
+
"step": 50
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.3448275862068966,
|
| 20 |
+
"eval_accuracy": 0.5342465753424658,
|
| 21 |
+
"eval_loss": 0.6736854910850525,
|
| 22 |
+
"eval_runtime": 102.9585,
|
| 23 |
+
"eval_samples_per_second": 1.418,
|
| 24 |
+
"eval_steps_per_second": 0.359,
|
| 25 |
+
"step": 50
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 0.6896551724137931,
|
| 29 |
+
"grad_norm": 4.887221336364746,
|
| 30 |
+
"learning_rate": 4.141282807014033e-05,
|
| 31 |
+
"loss": 0.6474,
|
| 32 |
+
"step": 100
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"epoch": 0.6896551724137931,
|
| 36 |
+
"eval_accuracy": 0.6575342465753424,
|
| 37 |
+
"eval_loss": 0.5182708501815796,
|
| 38 |
+
"eval_runtime": 98.1281,
|
| 39 |
+
"eval_samples_per_second": 1.488,
|
| 40 |
+
"eval_steps_per_second": 0.377,
|
| 41 |
+
"step": 100
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"epoch": 1.0344827586206897,
|
| 45 |
+
"grad_norm": 25.287790298461914,
|
| 46 |
+
"learning_rate": 2.7852503024450622e-05,
|
| 47 |
+
"loss": 0.6736,
|
| 48 |
+
"step": 150
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 1.0344827586206897,
|
| 52 |
+
"eval_accuracy": 0.6712328767123288,
|
| 53 |
+
"eval_loss": 0.528748631477356,
|
| 54 |
+
"eval_runtime": 99.358,
|
| 55 |
+
"eval_samples_per_second": 1.469,
|
| 56 |
+
"eval_steps_per_second": 0.372,
|
| 57 |
+
"step": 150
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 1.3793103448275863,
|
| 61 |
+
"grad_norm": 3.4326326847076416,
|
| 62 |
+
"learning_rate": 1.328978898250525e-05,
|
| 63 |
+
"loss": 0.674,
|
| 64 |
+
"step": 200
|
| 65 |
+
},
|
| 66 |
+
{
|
| 67 |
+
"epoch": 1.3793103448275863,
|
| 68 |
+
"eval_accuracy": 0.636986301369863,
|
| 69 |
+
"eval_loss": 0.5545393824577332,
|
| 70 |
+
"eval_runtime": 98.616,
|
| 71 |
+
"eval_samples_per_second": 1.48,
|
| 72 |
+
"eval_steps_per_second": 0.375,
|
| 73 |
+
"step": 200
|
| 74 |
+
},
|
| 75 |
+
{
|
| 76 |
+
"epoch": 1.7241379310344827,
|
| 77 |
+
"grad_norm": 3.971996307373047,
|
| 78 |
+
"learning_rate": 2.8421228711503127e-06,
|
| 79 |
+
"loss": 0.5125,
|
| 80 |
+
"step": 250
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 1.7241379310344827,
|
| 84 |
+
"eval_accuracy": 0.6506849315068494,
|
| 85 |
+
"eval_loss": 0.6218694448471069,
|
| 86 |
+
"eval_runtime": 95.8081,
|
| 87 |
+
"eval_samples_per_second": 1.524,
|
| 88 |
+
"eval_steps_per_second": 0.386,
|
| 89 |
+
"step": 250
|
| 90 |
+
}
|
| 91 |
+
],
|
| 92 |
+
"logging_steps": 50,
|
| 93 |
+
"max_steps": 290,
|
| 94 |
+
"num_input_tokens_seen": 0,
|
| 95 |
+
"num_train_epochs": 2,
|
| 96 |
+
"save_steps": 500,
|
| 97 |
+
"stateful_callbacks": {
|
| 98 |
+
"EarlyStoppingCallback": {
|
| 99 |
+
"args": {
|
| 100 |
+
"early_stopping_patience": 3,
|
| 101 |
+
"early_stopping_threshold": 0.0
|
| 102 |
+
},
|
| 103 |
+
"attributes": {
|
| 104 |
+
"early_stopping_patience_counter": 0
|
| 105 |
+
}
|
| 106 |
+
},
|
| 107 |
+
"TrainerControl": {
|
| 108 |
+
"args": {
|
| 109 |
+
"should_epoch_stop": false,
|
| 110 |
+
"should_evaluate": false,
|
| 111 |
+
"should_log": false,
|
| 112 |
+
"should_save": true,
|
| 113 |
+
"should_training_stop": true
|
| 114 |
+
},
|
| 115 |
+
"attributes": {}
|
| 116 |
+
}
|
| 117 |
+
},
|
| 118 |
+
"total_flos": 1.445434923787223e+18,
|
| 119 |
+
"train_batch_size": 4,
|
| 120 |
+
"trial_name": null,
|
| 121 |
+
"trial_params": null
|
| 122 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b7f9dd564d90160a20631e0dba3df35a35be082c3246f4a34b9fded526ef2644
|
| 3 |
+
size 5649
|