Upload 10 files
Browse files- NSFWImageClassification/cls_models/config.json +35 -0
- NSFWImageClassification/cls_models/model.safetensors +3 -0
- NSFWImageClassification/cls_models/optimizer.pt +3 -0
- NSFWImageClassification/cls_models/preprocessor_config.json +23 -0
- NSFWImageClassification/cls_models/rng_state.pth +3 -0
- NSFWImageClassification/cls_models/scaler.pt +3 -0
- NSFWImageClassification/cls_models/scheduler.pt +3 -0
- NSFWImageClassification/cls_models/trainer_state.json +79 -0
- NSFWImageClassification/cls_models/training_args.bin +3 -0
- NSFWImageClassification/det_models/yolo11x.pt +3 -0
NSFWImageClassification/cls_models/config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"ViTForImageClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.0,
|
| 6 |
+
"encoder_stride": 16,
|
| 7 |
+
"hidden_act": "gelu",
|
| 8 |
+
"hidden_dropout_prob": 0.0,
|
| 9 |
+
"hidden_size": 768,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "low",
|
| 12 |
+
"1": "mid",
|
| 13 |
+
"2": "high"
|
| 14 |
+
},
|
| 15 |
+
"image_size": 224,
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 3072,
|
| 18 |
+
"label2id": {
|
| 19 |
+
"high": 2,
|
| 20 |
+
"low": 0,
|
| 21 |
+
"mid": 1
|
| 22 |
+
},
|
| 23 |
+
"layer_norm_eps": 1e-12,
|
| 24 |
+
"model_type": "vit",
|
| 25 |
+
"num_attention_heads": 12,
|
| 26 |
+
"num_channels": 3,
|
| 27 |
+
"num_hidden_layers": 12,
|
| 28 |
+
"patch_size": 16,
|
| 29 |
+
"pooler_act": "tanh",
|
| 30 |
+
"pooler_output_size": 768,
|
| 31 |
+
"problem_type": "single_label_classification",
|
| 32 |
+
"qkv_bias": true,
|
| 33 |
+
"torch_dtype": "float32",
|
| 34 |
+
"transformers_version": "4.50.3"
|
| 35 |
+
}
|
NSFWImageClassification/cls_models/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:911b07428e9bbbde923fb6610e0aa118934dc6e545eedc32535778aa1172d7d4
|
| 3 |
+
size 343227052
|
NSFWImageClassification/cls_models/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf212416fc4774b728c531400e6bb9aa5d2219e3f45459e072546ebcd2e75fdb
|
| 3 |
+
size 686575034
|
NSFWImageClassification/cls_models/preprocessor_config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_convert_rgb": null,
|
| 3 |
+
"do_normalize": true,
|
| 4 |
+
"do_rescale": true,
|
| 5 |
+
"do_resize": true,
|
| 6 |
+
"image_mean": [
|
| 7 |
+
0.5,
|
| 8 |
+
0.5,
|
| 9 |
+
0.5
|
| 10 |
+
],
|
| 11 |
+
"image_processor_type": "ViTImageProcessor",
|
| 12 |
+
"image_std": [
|
| 13 |
+
0.5,
|
| 14 |
+
0.5,
|
| 15 |
+
0.5
|
| 16 |
+
],
|
| 17 |
+
"resample": 2,
|
| 18 |
+
"rescale_factor": 0.00392156862745098,
|
| 19 |
+
"size": {
|
| 20 |
+
"height": 224,
|
| 21 |
+
"width": 224
|
| 22 |
+
}
|
| 23 |
+
}
|
NSFWImageClassification/cls_models/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4b11a10749bfb1630d95eef94125f4590e8610c579d217d1f158e71ce518d72b
|
| 3 |
+
size 14244
|
NSFWImageClassification/cls_models/scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b30172cf14f5dbe00280d63e36224a9f28dc7a0e8b38a74ceb5eb284e84da363
|
| 3 |
+
size 988
|
NSFWImageClassification/cls_models/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c7a1dbe4ddbe319ab1da9f2c154e21ddc470760798885468f312a1d2bb68f67
|
| 3 |
+
size 1064
|
NSFWImageClassification/cls_models/trainer_state.json
ADDED
|
@@ -0,0 +1,79 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_global_step": 495,
|
| 3 |
+
"best_metric": 0.9091259145167501,
|
| 4 |
+
"best_model_checkpoint": "run/nsfw_finetune_1e-4_224/checkpoint-495",
|
| 5 |
+
"epoch": 5.0,
|
| 6 |
+
"eval_steps": 500,
|
| 7 |
+
"global_step": 495,
|
| 8 |
+
"is_hyper_param_search": false,
|
| 9 |
+
"is_local_process_zero": true,
|
| 10 |
+
"is_world_process_zero": true,
|
| 11 |
+
"log_history": [
|
| 12 |
+
{
|
| 13 |
+
"epoch": 1.0,
|
| 14 |
+
"eval_accuracy": 0.9006546014632268,
|
| 15 |
+
"eval_loss": 0.267375111579895,
|
| 16 |
+
"eval_runtime": 29.975,
|
| 17 |
+
"eval_samples_per_second": 86.639,
|
| 18 |
+
"eval_steps_per_second": 0.367,
|
| 19 |
+
"step": 99
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"epoch": 2.0,
|
| 23 |
+
"eval_accuracy": 0.9010396611474779,
|
| 24 |
+
"eval_loss": 0.2740514576435089,
|
| 25 |
+
"eval_runtime": 30.0301,
|
| 26 |
+
"eval_samples_per_second": 86.48,
|
| 27 |
+
"eval_steps_per_second": 0.366,
|
| 28 |
+
"step": 198
|
| 29 |
+
},
|
| 30 |
+
{
|
| 31 |
+
"epoch": 3.0,
|
| 32 |
+
"eval_accuracy": 0.902194840200231,
|
| 33 |
+
"eval_loss": 0.2687060832977295,
|
| 34 |
+
"eval_runtime": 29.8935,
|
| 35 |
+
"eval_samples_per_second": 86.875,
|
| 36 |
+
"eval_steps_per_second": 0.368,
|
| 37 |
+
"step": 297
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 4.0,
|
| 41 |
+
"eval_accuracy": 0.8991143627262226,
|
| 42 |
+
"eval_loss": 0.2927175760269165,
|
| 43 |
+
"eval_runtime": 29.8756,
|
| 44 |
+
"eval_samples_per_second": 86.927,
|
| 45 |
+
"eval_steps_per_second": 0.368,
|
| 46 |
+
"step": 396
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 5.0,
|
| 50 |
+
"eval_accuracy": 0.9091259145167501,
|
| 51 |
+
"eval_loss": 0.31239020824432373,
|
| 52 |
+
"eval_runtime": 30.1905,
|
| 53 |
+
"eval_samples_per_second": 86.02,
|
| 54 |
+
"eval_steps_per_second": 0.364,
|
| 55 |
+
"step": 495
|
| 56 |
+
}
|
| 57 |
+
],
|
| 58 |
+
"logging_steps": 500,
|
| 59 |
+
"max_steps": 4950,
|
| 60 |
+
"num_input_tokens_seen": 0,
|
| 61 |
+
"num_train_epochs": 50,
|
| 62 |
+
"save_steps": 500,
|
| 63 |
+
"stateful_callbacks": {
|
| 64 |
+
"TrainerControl": {
|
| 65 |
+
"args": {
|
| 66 |
+
"should_epoch_stop": false,
|
| 67 |
+
"should_evaluate": false,
|
| 68 |
+
"should_log": false,
|
| 69 |
+
"should_save": true,
|
| 70 |
+
"should_training_stop": false
|
| 71 |
+
},
|
| 72 |
+
"attributes": {}
|
| 73 |
+
}
|
| 74 |
+
},
|
| 75 |
+
"total_flos": 1.959286279726347e+19,
|
| 76 |
+
"train_batch_size": 512,
|
| 77 |
+
"trial_name": null,
|
| 78 |
+
"trial_params": null
|
| 79 |
+
}
|
NSFWImageClassification/cls_models/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7695606bc1ecee716109f21b928927f15eeadc3109f7a9035bbc4bbbcc4bf6fa
|
| 3 |
+
size 5304
|
NSFWImageClassification/det_models/yolo11x.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7bc158aa95c0ebfdd87f70f01653c1131b93e92522dbe15c228bcd742e773a24
|
| 3 |
+
size 114636239
|