Training in progress, step 6000, checkpoint

checkpoint-6000/config.json

@@ -0,0 +1,31 @@
+{
+ "_name_or_path": "openai/clip-vit-large-patch14-336",
+ "architectures": [
+ "CLIPModel"
+ ],
+ "initializer_factor": 1.0,
+ "logit_scale_init_value": 2.6592,
+ "model_type": "clip",
+ "projection_dim": 768,
+ "text_config": {
+ "dropout": 0.0,
+ "hidden_size": 768,
+ "intermediate_size": 3072,
+ "model_type": "clip_text_model",
+ "num_attention_heads": 12,
+ "projection_dim": 768
+ },
+ "torch_dtype": "float32",
+ "transformers_version": "4.45.0.dev0",
+ "vision_config": {
+ "dropout": 0.0,
+ "hidden_size": 1024,
+ "image_size": 336,
+ "intermediate_size": 4096,
+ "model_type": "clip_vision_model",
+ "num_attention_heads": 16,
+ "num_hidden_layers": 24,
+ "patch_size": 14,
+ "projection_dim": 768
+ }
+}

checkpoint-6000/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d39ae7df5b7eb386ea00ba2b482a4624ba90ad7be41a072455d7f30c7357f52
+size 1711848436

checkpoint-6000/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cfc0e6edfb6d8f9daea793b352d114872edd03a55b01ff7e6dfba6c4c38b02f
+size 3424043887

checkpoint-6000/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:644d67403e188f6cf15854a8681855db17137190a385d9cf4e1f53e0e4ed045d
+size 14503

checkpoint-6000/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3147060e7d95842ba006c1ef20f34a1bab97aa66dfd0be23911e00d64c62ad3a
+size 623

checkpoint-6000/trainer_state.json

@@ -0,0 +1,213 @@
+{
+ "best_metric": 0.9275079369544983,
+ "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l17-l/checkpoint-6000",
+ "epoch": 0.6399317406143344,
+ "eval_steps": 500,
+ "global_step": 6000,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [
+ {
+ "epoch": 0.05332764505119454,
+ "grad_norm": 246.1711883544922,
+ "learning_rate": 9.822241183162683e-08,
+ "loss": 0.4515,
+ "step": 500
+ },
+ {
+ "epoch": 0.05332764505119454,
+ "eval_loss": 1.3850886821746826,
+ "eval_runtime": 63.8439,
+ "eval_samples_per_second": 15.46,
+ "eval_steps_per_second": 1.942,
+ "step": 500
+ },
+ {
+ "epoch": 0.10665529010238908,
+ "grad_norm": 81.48503875732422,
+ "learning_rate": 9.64448236632537e-08,
+ "loss": 0.4148,
+ "step": 1000
+ },
+ {
+ "epoch": 0.10665529010238908,
+ "eval_loss": 1.284144401550293,
+ "eval_runtime": 63.853,
+ "eval_samples_per_second": 15.457,
+ "eval_steps_per_second": 1.942,
+ "step": 1000
+ },
+ {
+ "epoch": 0.1599829351535836,
+ "grad_norm": 718.367919921875,
+ "learning_rate": 9.466723549488054e-08,
+ "loss": 0.3281,
+ "step": 1500
+ },
+ {
+ "epoch": 0.1599829351535836,
+ "eval_loss": 1.2112621068954468,
+ "eval_runtime": 64.127,
+ "eval_samples_per_second": 15.391,
+ "eval_steps_per_second": 1.934,
+ "step": 1500
+ },
+ {
+ "epoch": 0.21331058020477817,
+ "grad_norm": 4.5923566818237305,
+ "learning_rate": 9.288964732650739e-08,
+ "loss": 0.2912,
+ "step": 2000
+ },
+ {
+ "epoch": 0.21331058020477817,
+ "eval_loss": 1.159011960029602,
+ "eval_runtime": 63.7062,
+ "eval_samples_per_second": 15.493,
+ "eval_steps_per_second": 1.946,
+ "step": 2000
+ },
+ {
+ "epoch": 0.2666382252559727,
+ "grad_norm": 319.4483642578125,
+ "learning_rate": 9.111205915813424e-08,
+ "loss": 0.3073,
+ "step": 2500
+ },
+ {
+ "epoch": 0.2666382252559727,
+ "eval_loss": 1.1095446348190308,
+ "eval_runtime": 63.9925,
+ "eval_samples_per_second": 15.424,
+ "eval_steps_per_second": 1.938,
+ "step": 2500
+ },
+ {
+ "epoch": 0.3199658703071672,
+ "grad_norm": 0.00027541385497897863,
+ "learning_rate": 8.933447098976109e-08,
+ "loss": 0.2446,
+ "step": 3000
+ },
+ {
+ "epoch": 0.3199658703071672,
+ "eval_loss": 1.069318175315857,
+ "eval_runtime": 64.1107,
+ "eval_samples_per_second": 15.395,
+ "eval_steps_per_second": 1.934,
+ "step": 3000
+ },
+ {
+ "epoch": 0.37329351535836175,
+ "grad_norm": 5.2035698890686035,
+ "learning_rate": 8.755688282138793e-08,
+ "loss": 0.273,
+ "step": 3500
+ },
+ {
+ "epoch": 0.37329351535836175,
+ "eval_loss": 1.043074369430542,
+ "eval_runtime": 63.9447,
+ "eval_samples_per_second": 15.435,
+ "eval_steps_per_second": 1.939,
+ "step": 3500
+ },
+ {
+ "epoch": 0.42662116040955633,
+ "grad_norm": 3.6792104244232178,
+ "learning_rate": 8.57792946530148e-08,
+ "loss": 0.193,
+ "step": 4000
+ },
+ {
+ "epoch": 0.42662116040955633,
+ "eval_loss": 1.0195527076721191,
+ "eval_runtime": 63.8076,
+ "eval_samples_per_second": 15.468,
+ "eval_steps_per_second": 1.943,
+ "step": 4000
+ },
+ {
+ "epoch": 0.47994880546075086,
+ "grad_norm": 111.2447280883789,
+ "learning_rate": 8.400170648464163e-08,
+ "loss": 0.2419,
+ "step": 4500
+ },
+ {
+ "epoch": 0.47994880546075086,
+ "eval_loss": 0.9946303963661194,
+ "eval_runtime": 63.8873,
+ "eval_samples_per_second": 15.449,
+ "eval_steps_per_second": 1.941,
+ "step": 4500
+ },
+ {
+ "epoch": 0.5332764505119454,
+ "grad_norm": 0.024256089702248573,
+ "learning_rate": 8.222411831626848e-08,
+ "loss": 0.2577,
+ "step": 5000
+ },
+ {
+ "epoch": 0.5332764505119454,
+ "eval_loss": 0.9679088592529297,
+ "eval_runtime": 62.896,
+ "eval_samples_per_second": 15.693,
+ "eval_steps_per_second": 1.972,
+ "step": 5000
+ },
+ {
+ "epoch": 0.58660409556314,
+ "grad_norm": 0.05403488501906395,
+ "learning_rate": 8.044653014789534e-08,
+ "loss": 0.2468,
+ "step": 5500
+ },
+ {
+ "epoch": 0.58660409556314,
+ "eval_loss": 0.9470070004463196,
+ "eval_runtime": 64.2367,
+ "eval_samples_per_second": 15.365,
+ "eval_steps_per_second": 1.93,
+ "step": 5500
+ },
+ {
+ "epoch": 0.6399317406143344,
+ "grad_norm": 56.23408508300781,
+ "learning_rate": 7.866894197952219e-08,
+ "loss": 0.2148,
+ "step": 6000
+ },
+ {
+ "epoch": 0.6399317406143344,
+ "eval_loss": 0.9275079369544983,
+ "eval_runtime": 62.7425,
+ "eval_samples_per_second": 15.731,
+ "eval_steps_per_second": 1.976,
+ "step": 6000
+ }
+ ],
+ "logging_steps": 500,
+ "max_steps": 28128,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 3,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 2159269624262520.0,
+ "train_batch_size": 2,
+ "trial_name": null,
+ "trial_params": null
+}

checkpoint-6000/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52c8db40c27633302368150be011282e1650a78d29cdfc5e366df6966e8e6c70
+size 4847