End of training

all_results.json

@@ -1,11 +1,11 @@
 {
-    "epoch": 50.0,
-    "eval_loss": 6388.880859375,
-    "eval_runtime": 0.6142,
-    "eval_samples_per_second": 13.026,
-    "eval_steps_per_second": 1.628,
-    "train_loss": 6407.14462890625,
-    "train_runtime": 869.7842,
-    "train_samples_per_second": 1.84,
-    "train_steps_per_second": 0.23
+    "epoch": 10.0,
+    "eval_loss": 5.264073848724365,
+    "eval_runtime": 0.6226,
+    "eval_samples_per_second": 12.849,
+    "eval_steps_per_second": 1.606,
+    "train_loss": 5.157479572296142,
+    "train_runtime": 182.2038,
+    "train_samples_per_second": 1.756,
+    "train_steps_per_second": 0.22
 }

eval_results.json

@@ -1,7 +1,7 @@
 {
-    "epoch": 50.0,
-    "eval_loss": 6388.880859375,
-    "eval_runtime": 0.6142,
-    "eval_samples_per_second": 13.026,
-    "eval_steps_per_second": 1.628
+    "epoch": 10.0,
+    "eval_loss": 5.264073848724365,
+    "eval_runtime": 0.6226,
+    "eval_samples_per_second": 12.849,
+    "eval_steps_per_second": 1.606
 }

runs/Jul20_14-57-59_amy-2-gpu/events.out.tfevents.1689865315.amy-2-gpu.188071.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63eca56ab9e430055bb83367472d2fce4f82f8c81668ac72f0364a2b802822f8
+size 354

train_results.json

@@ -1,7 +1,7 @@
 {
-    "epoch": 50.0,
-    "train_loss": 6407.14462890625,
-    "train_runtime": 869.7842,
-    "train_samples_per_second": 1.84,
-    "train_steps_per_second": 0.23
+    "epoch": 10.0,
+    "train_loss": 5.157479572296142,
+    "train_runtime": 182.2038,
+    "train_samples_per_second": 1.756,
+    "train_steps_per_second": 0.22
 }

trainer_state.json

@@ -1,545 +1,129 @@
 {
-  "best_metric": 6388.880859375,
-  "best_model_checkpoint": "./coco_outputs/checkpoint-200",
-  "epoch": 50.0,
-  "global_step": 200,
+  "best_metric": 5.264073371887207,
+  "best_model_checkpoint": "./coco_outputs/checkpoint-32",
+  "epoch": 10.0,
+  "global_step": 40,
   "is_hyper_param_search": false,
   "is_local_process_zero": true,
   "is_world_process_zero": true,
   "log_history": [
     {
       "epoch": 1.0,
-      "eval_loss": 6398.4208984375,
-      "eval_runtime": 0.5249,
-      "eval_samples_per_second": 15.242,
-      "eval_steps_per_second": 1.905,
+      "eval_loss": 5.533133506774902,
+      "eval_runtime": 0.5515,
+      "eval_samples_per_second": 14.505,
+      "eval_steps_per_second": 1.813,
       "step": 4
     },
     {
       "epoch": 2.0,
-      "eval_loss": 6397.8583984375,
-      "eval_runtime": 0.5335,
-      "eval_samples_per_second": 14.995,
-      "eval_steps_per_second": 1.874,
+      "eval_loss": 5.527740478515625,
+      "eval_runtime": 0.5553,
+      "eval_samples_per_second": 14.406,
+      "eval_steps_per_second": 1.801,
       "step": 8
     },
     {
       "epoch": 2.5,
-      "learning_rate": 1.9e-05,
-      "loss": 6370.2805,
+      "learning_rate": 1.5000000000000002e-05,
+      "loss": 5.4377,
       "step": 10
     },
     {
       "epoch": 3.0,
-      "eval_loss": 6397.47900390625,
-      "eval_runtime": 0.5389,
-      "eval_samples_per_second": 14.844,
-      "eval_steps_per_second": 1.855,
+      "eval_loss": 5.444962024688721,
+      "eval_runtime": 0.5512,
+      "eval_samples_per_second": 14.513,
+      "eval_steps_per_second": 1.814,
       "step": 12
     },
     {
       "epoch": 4.0,
-      "eval_loss": 6396.83203125,
-      "eval_runtime": 0.5405,
-      "eval_samples_per_second": 14.802,
-      "eval_steps_per_second": 1.85,
+      "eval_loss": 5.395962715148926,
+      "eval_runtime": 0.5633,
+      "eval_samples_per_second": 14.203,
+      "eval_steps_per_second": 1.775,
       "step": 16
     },
     {
       "epoch": 5.0,
-      "learning_rate": 1.8e-05,
-      "loss": 6424.3547,
+      "learning_rate": 1e-05,
+      "loss": 5.1582,
       "step": 20
     },
     {
       "epoch": 5.0,
-      "eval_loss": 6396.29296875,
-      "eval_runtime": 0.5443,
-      "eval_samples_per_second": 14.697,
-      "eval_steps_per_second": 1.837,
+      "eval_loss": 5.334904670715332,
+      "eval_runtime": 0.5523,
+      "eval_samples_per_second": 14.484,
+      "eval_steps_per_second": 1.81,
       "step": 20
     },
     {
       "epoch": 6.0,
-      "eval_loss": 6395.72314453125,
-      "eval_runtime": 0.5415,
-      "eval_samples_per_second": 14.775,
-      "eval_steps_per_second": 1.847,
+      "eval_loss": 5.314438819885254,
+      "eval_runtime": 0.552,
+      "eval_samples_per_second": 14.493,
+      "eval_steps_per_second": 1.812,
       "step": 24
     },
     {
       "epoch": 7.0,
-      "eval_loss": 6395.1376953125,
-      "eval_runtime": 0.5498,
-      "eval_samples_per_second": 14.55,
-      "eval_steps_per_second": 1.819,
+      "eval_loss": 5.273761749267578,
+      "eval_runtime": 0.5505,
+      "eval_samples_per_second": 14.531,
+      "eval_steps_per_second": 1.816,
       "step": 28
     },
     {
       "epoch": 7.5,
-      "learning_rate": 1.7e-05,
-      "loss": 6477.4051,
+      "learning_rate": 5e-06,
+      "loss": 5.0556,
       "step": 30
     },
     {
       "epoch": 8.0,
-      "eval_loss": 6394.81884765625,
-      "eval_runtime": 0.5491,
-      "eval_samples_per_second": 14.568,
-      "eval_steps_per_second": 1.821,
+      "eval_loss": 5.264073371887207,
+      "eval_runtime": 0.5581,
+      "eval_samples_per_second": 14.334,
+      "eval_steps_per_second": 1.792,
       "step": 32
     },
     {
       "epoch": 9.0,
-      "eval_loss": 6394.478515625,
-      "eval_runtime": 0.5553,
-      "eval_samples_per_second": 14.407,
-      "eval_steps_per_second": 1.801,
+      "eval_loss": 5.284775733947754,
+      "eval_runtime": 0.5423,
+      "eval_samples_per_second": 14.752,
+      "eval_steps_per_second": 1.844,
       "step": 36
     },
     {
       "epoch": 10.0,
-      "learning_rate": 1.6000000000000003e-05,
-      "loss": 6381.9848,
+      "learning_rate": 0.0,
+      "loss": 4.9784,
       "step": 40
     },
     {
       "epoch": 10.0,
-      "eval_loss": 6394.22119140625,
-      "eval_runtime": 0.5529,
-      "eval_samples_per_second": 14.469,
-      "eval_steps_per_second": 1.809,
+      "eval_loss": 5.279171943664551,
+      "eval_runtime": 0.5633,
+      "eval_samples_per_second": 14.202,
+      "eval_steps_per_second": 1.775,
       "step": 40
     },
     {
-      "epoch": 11.0,
-      "eval_loss": 6394.06640625,
-      "eval_runtime": 0.5511,
-      "eval_samples_per_second": 14.516,
-      "eval_steps_per_second": 1.814,
-      "step": 44
-    },
-    {
-      "epoch": 12.0,
-      "eval_loss": 6393.92529296875,
-      "eval_runtime": 0.5545,
-      "eval_samples_per_second": 14.426,
-      "eval_steps_per_second": 1.803,
-      "step": 48
-    },
-    {
-      "epoch": 12.5,
-      "learning_rate": 1.5000000000000002e-05,
-      "loss": 6343.784,
-      "step": 50
-    },
-    {
-      "epoch": 13.0,
-      "eval_loss": 6393.734375,
-      "eval_runtime": 0.552,
-      "eval_samples_per_second": 14.494,
-      "eval_steps_per_second": 1.812,
-      "step": 52
-    },
-    {
-      "epoch": 14.0,
-      "eval_loss": 6393.61279296875,
-      "eval_runtime": 0.5519,
-      "eval_samples_per_second": 14.496,
-      "eval_steps_per_second": 1.812,
-      "step": 56
-    },
-    {
-      "epoch": 15.0,
-      "learning_rate": 1.4e-05,
-      "loss": 6458.8668,
-      "step": 60
-    },
-    {
-      "epoch": 15.0,
-      "eval_loss": 6393.43798828125,
-      "eval_runtime": 0.5498,
-      "eval_samples_per_second": 14.551,
-      "eval_steps_per_second": 1.819,
-      "step": 60
-    },
-    {
-      "epoch": 16.0,
-      "eval_loss": 6393.2392578125,
-      "eval_runtime": 0.5467,
-      "eval_samples_per_second": 14.633,
-      "eval_steps_per_second": 1.829,
-      "step": 64
-    },
-    {
-      "epoch": 17.0,
-      "eval_loss": 6393.10400390625,
-      "eval_runtime": 0.546,
-      "eval_samples_per_second": 14.651,
-      "eval_steps_per_second": 1.831,
-      "step": 68
-    },
-    {
-      "epoch": 17.5,
-      "learning_rate": 1.3000000000000001e-05,
-      "loss": 6414.077,
-      "step": 70
-    },
-    {
-      "epoch": 18.0,
-      "eval_loss": 6392.95751953125,
-      "eval_runtime": 0.5445,
-      "eval_samples_per_second": 14.693,
-      "eval_steps_per_second": 1.837,
-      "step": 72
-    },
-    {
-      "epoch": 19.0,
-      "eval_loss": 6392.830078125,
-      "eval_runtime": 0.553,
-      "eval_samples_per_second": 14.467,
-      "eval_steps_per_second": 1.808,
-      "step": 76
-    },
-    {
-      "epoch": 20.0,
-      "learning_rate": 1.2e-05,
-      "loss": 6417.8516,
-      "step": 80
-    },
-    {
-      "epoch": 20.0,
-      "eval_loss": 6392.3056640625,
-      "eval_runtime": 0.5433,
-      "eval_samples_per_second": 14.725,
-      "eval_steps_per_second": 1.841,
-      "step": 80
-    },
-    {
-      "epoch": 21.0,
-      "eval_loss": 6391.8310546875,
-      "eval_runtime": 0.5461,
-      "eval_samples_per_second": 14.65,
-      "eval_steps_per_second": 1.831,
-      "step": 84
-    },
-    {
-      "epoch": 22.0,
-      "eval_loss": 6391.55322265625,
-      "eval_runtime": 0.5499,
-      "eval_samples_per_second": 14.547,
-      "eval_steps_per_second": 1.818,
-      "step": 88
-    },
-    {
-      "epoch": 22.5,
-      "learning_rate": 1.1000000000000001e-05,
-      "loss": 6333.3547,
-      "step": 90
-    },
-    {
-      "epoch": 23.0,
-      "eval_loss": 6391.34033203125,
-      "eval_runtime": 0.5549,
-      "eval_samples_per_second": 14.418,
-      "eval_steps_per_second": 1.802,
-      "step": 92
-    },
-    {
-      "epoch": 24.0,
-      "eval_loss": 6391.193359375,
-      "eval_runtime": 0.5535,
-      "eval_samples_per_second": 14.454,
-      "eval_steps_per_second": 1.807,
-      "step": 96
-    },
-    {
-      "epoch": 25.0,
-      "learning_rate": 1e-05,
-      "loss": 6455.1539,
-      "step": 100
-    },
-    {
-      "epoch": 25.0,
-      "eval_loss": 6390.97412109375,
-      "eval_runtime": 0.5532,
-      "eval_samples_per_second": 14.46,
-      "eval_steps_per_second": 1.808,
-      "step": 100
-    },
-    {
-      "epoch": 26.0,
-      "eval_loss": 6390.82275390625,
-      "eval_runtime": 0.562,
-      "eval_samples_per_second": 14.234,
-      "eval_steps_per_second": 1.779,
-      "step": 104
-    },
-    {
-      "epoch": 27.0,
-      "eval_loss": 6390.7607421875,
-      "eval_runtime": 0.5645,
-      "eval_samples_per_second": 14.171,
-      "eval_steps_per_second": 1.771,
-      "step": 108
-    },
-    {
-      "epoch": 27.5,
-      "learning_rate": 9e-06,
-      "loss": 6399.7898,
-      "step": 110
-    },
-    {
-      "epoch": 28.0,
-      "eval_loss": 6390.66552734375,
-      "eval_runtime": 0.558,
-      "eval_samples_per_second": 14.338,
-      "eval_steps_per_second": 1.792,
-      "step": 112
-    },
-    {
-      "epoch": 29.0,
-      "eval_loss": 6390.5859375,
-      "eval_runtime": 0.5544,
-      "eval_samples_per_second": 14.429,
-      "eval_steps_per_second": 1.804,
-      "step": 116
-    },
-    {
-      "epoch": 30.0,
-      "learning_rate": 8.000000000000001e-06,
-      "loss": 6410.9336,
-      "step": 120
-    },
-    {
-      "epoch": 30.0,
-      "eval_loss": 6390.49072265625,
-      "eval_runtime": 0.5598,
-      "eval_samples_per_second": 14.291,
-      "eval_steps_per_second": 1.786,
-      "step": 120
-    },
-    {
-      "epoch": 31.0,
-      "eval_loss": 6390.3388671875,
-      "eval_runtime": 0.562,
-      "eval_samples_per_second": 14.236,
-      "eval_steps_per_second": 1.779,
-      "step": 124
-    },
-    {
-      "epoch": 32.0,
-      "eval_loss": 6390.19775390625,
-      "eval_runtime": 0.546,
-      "eval_samples_per_second": 14.652,
-      "eval_steps_per_second": 1.831,
-      "step": 128
-    },
-    {
-      "epoch": 32.5,
-      "learning_rate": 7e-06,
-      "loss": 6409.2,
-      "step": 130
-    },
-    {
-      "epoch": 33.0,
-      "eval_loss": 6390.0341796875,
-      "eval_runtime": 0.5441,
-      "eval_samples_per_second": 14.704,
-      "eval_steps_per_second": 1.838,
-      "step": 132
-    },
-    {
-      "epoch": 34.0,
-      "eval_loss": 6389.96240234375,
-      "eval_runtime": 0.5472,
-      "eval_samples_per_second": 14.619,
-      "eval_steps_per_second": 1.827,
-      "step": 136
-    },
-    {
-      "epoch": 35.0,
-      "learning_rate": 6e-06,
-      "loss": 6406.6211,
-      "step": 140
-    },
-    {
-      "epoch": 35.0,
-      "eval_loss": 6389.9111328125,
-      "eval_runtime": 0.5514,
-      "eval_samples_per_second": 14.509,
-      "eval_steps_per_second": 1.814,
-      "step": 140
-    },
-    {
-      "epoch": 36.0,
-      "eval_loss": 6389.6875,
-      "eval_runtime": 0.5453,
-      "eval_samples_per_second": 14.672,
-      "eval_steps_per_second": 1.834,
-      "step": 144
-    },
-    {
-      "epoch": 37.0,
-      "eval_loss": 6389.4755859375,
-      "eval_runtime": 0.5552,
-      "eval_samples_per_second": 14.409,
-      "eval_steps_per_second": 1.801,
-      "step": 148
-    },
-    {
-      "epoch": 37.5,
-      "learning_rate": 5e-06,
-      "loss": 6371.1539,
-      "step": 150
-    },
-    {
-      "epoch": 38.0,
-      "eval_loss": 6389.3515625,
-      "eval_runtime": 0.5423,
-      "eval_samples_per_second": 14.751,
-      "eval_steps_per_second": 1.844,
-      "step": 152
-    },
-    {
-      "epoch": 39.0,
-      "eval_loss": 6389.26953125,
-      "eval_runtime": 0.5522,
-      "eval_samples_per_second": 14.487,
-      "eval_steps_per_second": 1.811,
-      "step": 156
-    },
-    {
-      "epoch": 40.0,
-      "learning_rate": 4.000000000000001e-06,
-      "loss": 6409.1055,
-      "step": 160
-    },
-    {
-      "epoch": 40.0,
-      "eval_loss": 6389.24951171875,
-      "eval_runtime": 0.5572,
-      "eval_samples_per_second": 14.356,
-      "eval_steps_per_second": 1.795,
-      "step": 160
-    },
-    {
-      "epoch": 41.0,
-      "eval_loss": 6389.208984375,
-      "eval_runtime": 0.5378,
-      "eval_samples_per_second": 14.876,
-      "eval_steps_per_second": 1.86,
-      "step": 164
-    },
-    {
-      "epoch": 42.0,
-      "eval_loss": 6389.10986328125,
-      "eval_runtime": 0.539,
-      "eval_samples_per_second": 14.841,
-      "eval_steps_per_second": 1.855,
-      "step": 168
-    },
-    {
-      "epoch": 42.5,
-      "learning_rate": 3e-06,
-      "loss": 6453.5285,
-      "step": 170
-    },
-    {
-      "epoch": 43.0,
-      "eval_loss": 6389.04052734375,
-      "eval_runtime": 0.54,
-      "eval_samples_per_second": 14.815,
-      "eval_steps_per_second": 1.852,
-      "step": 172
-    },
-    {
-      "epoch": 44.0,
-      "eval_loss": 6388.99365234375,
-      "eval_runtime": 0.5364,
-      "eval_samples_per_second": 14.915,
-      "eval_steps_per_second": 1.864,
-      "step": 176
-    },
-    {
-      "epoch": 45.0,
-      "learning_rate": 2.0000000000000003e-06,
-      "loss": 6391.1004,
-      "step": 180
-    },
-    {
-      "epoch": 45.0,
-      "eval_loss": 6388.9541015625,
-      "eval_runtime": 0.5495,
-      "eval_samples_per_second": 14.558,
-      "eval_steps_per_second": 1.82,
-      "step": 180
-    },
-    {
-      "epoch": 46.0,
-      "eval_loss": 6388.923828125,
-      "eval_runtime": 0.5496,
-      "eval_samples_per_second": 14.557,
-      "eval_steps_per_second": 1.82,
-      "step": 184
-    },
-    {
-      "epoch": 47.0,
-      "eval_loss": 6388.90771484375,
-      "eval_runtime": 0.5379,
-      "eval_samples_per_second": 14.871,
-      "eval_steps_per_second": 1.859,
-      "step": 188
-    },
-    {
-      "epoch": 47.5,
-      "learning_rate": 1.0000000000000002e-06,
-      "loss": 6416.6641,
-      "step": 190
-    },
-    {
-      "epoch": 48.0,
-      "eval_loss": 6388.89111328125,
-      "eval_runtime": 0.5385,
-      "eval_samples_per_second": 14.857,
-      "eval_steps_per_second": 1.857,
-      "step": 192
-    },
-    {
-      "epoch": 49.0,
-      "eval_loss": 6388.8828125,
-      "eval_runtime": 0.5466,
-      "eval_samples_per_second": 14.635,
-      "eval_steps_per_second": 1.829,
-      "step": 196
-    },
-    {
-      "epoch": 50.0,
-      "learning_rate": 0.0,
-      "loss": 6397.6828,
-      "step": 200
-    },
-    {
-      "epoch": 50.0,
-      "eval_loss": 6388.880859375,
-      "eval_runtime": 0.5601,
-      "eval_samples_per_second": 14.283,
-      "eval_steps_per_second": 1.785,
-      "step": 200
-    },
-    {
-      "epoch": 50.0,
-      "step": 200,
-      "total_flos": 7.65002115072e+17,
-      "train_loss": 6407.14462890625,
-      "train_runtime": 869.7842,
-      "train_samples_per_second": 1.84,
-      "train_steps_per_second": 0.23
+      "epoch": 10.0,
+      "step": 40,
+      "total_flos": 1.530004230144e+17,
+      "train_loss": 5.157479572296142,
+      "train_runtime": 182.2038,
+      "train_samples_per_second": 1.756,
+      "train_steps_per_second": 0.22
     }
   ],
-  "max_steps": 200,
-  "num_train_epochs": 50,
-  "total_flos": 7.65002115072e+17,
+  "max_steps": 40,
+  "num_train_epochs": 10,
+  "total_flos": 1.530004230144e+17,
   "trial_name": null,
   "trial_params": null
 }