res

ray_results/test_experiment/train_model_f1fbbaf2_5_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=1024,decoder_rt_num_layer=2,drop_r_2024-06-25_17-16-57/progress.csv

+loss,timestamp,checkpoint_dir_name,should_checkpoint,done,training_iteration,trial_id,date,time_this_iter_s,time_total_s,pid,hostname,node_ip,time_since_restore,iterations_since_restore
+1986.5954556202325,1719329376,checkpoint_000000,True,False,1,f1fbbaf2,2024-06-25_17-29-36,643.849014043808,643.849014043808,2195253,r8i6n2,10.159.28.60,643.849014043808,1

ray_results/test_experiment/train_model_f1fbbaf2_5_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=1024,decoder_rt_num_layer=2,drop_r_2024-06-25_17-16-57/result.json

+{"loss": 1986.5954556202325, "timestamp": 1719329376, "checkpoint_dir_name": "checkpoint_000000", "should_checkpoint": true, "done": false, "training_iteration": 1, "trial_id": "f1fbbaf2", "date": "2024-06-25_17-29-36", "time_this_iter_s": 643.849014043808, "time_total_s": 643.849014043808, "pid": 2195253, "hostname": "r8i6n2", "node_ip": "10.159.28.60", "config": {"encoder_num_layer": 4, "decoder_rt_num_layer": 2, "decoder_int_num_layer": 1, "embedding_dim": 1024, "encoder_ff": 2048, "decoder_rt_ff": 1024, "decoder_int_ff": 512, "n_head": 1, "drop_rate": 0.24540187796715263, "lr": 0.0006485525268785047, "batch_size": 1024}, "time_since_restore": 643.849014043808, "iterations_since_restore": 1}

ray_results/test_experiment/train_model_f74eb513_2_batch_size=1024,decoder_int_ff=1024,decoder_int_num_layer=8,decoder_rt_ff=1024,decoder_rt_num_layer=2,drop__2024-06-25_15-20-03/params.json

+{
+  "batch_size": 1024,
+  "decoder_int_ff": 1024,
+  "decoder_int_num_layer": 8,
+  "decoder_rt_ff": 1024,
+  "decoder_rt_num_layer": 2,
+  "drop_rate": 0.5887719140440579,
+  "embedding_dim": 1024,
+  "encoder_ff": 2048,
+  "encoder_num_layer": 8,
+  "lr": 0.009580025887992769,
+  "n_head": 8
+}
\ No newline at end of file

ray_results/test_experiment/train_model_fe083630_32_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-25_22-50-21/params.json

+{
+  "batch_size": 1024,
+  "decoder_int_ff": 512,
+  "decoder_int_num_layer": 1,
+  "decoder_rt_ff": 512,
+  "decoder_rt_num_layer": 2,
+  "drop_rate": 0.7814344084863447,
+  "embedding_dim": 1024,
+  "encoder_ff": 1024,
+  "encoder_num_layer": 8,
+  "lr": 0.030816743385966763,
+  "n_head": 2
+}
\ No newline at end of file

ray_results/test_experiment/train_model_fe083630_32_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-25_22-50-21/progress.csv

+loss,timestamp,checkpoint_dir_name,should_checkpoint,done,training_iteration,trial_id,date,time_this_iter_s,time_total_s,pid,hostname,node_ip,time_since_restore,iterations_since_restore
+4034.1917479507565,1719351243,checkpoint_000000,True,False,1,fe083630,2024-06-25_23-34-04,858.9566829204559,858.9566829204559,2195253,r8i6n2,10.159.28.60,858.9566829204559,1
+2881.328838198204,1719352088,checkpoint_000001,True,False,2,fe083630,2024-06-25_23-48-09,845.1621363162994,1704.1188192367554,2195253,r8i6n2,10.159.28.60,1704.1188192367554,2
+2239.2423533041647,1719352934,checkpoint_000002,True,False,3,fe083630,2024-06-26_00-02-14,845.5501523017883,2549.6689715385437,2195253,r8i6n2,10.159.28.60,2549.6689715385437,3
+2008.2958018385518,1719353779,checkpoint_000003,True,False,4,fe083630,2024-06-26_00-16-19,845.2403128147125,3394.909284353256,2195253,r8i6n2,10.159.28.60,3394.909284353256,4
+1961.6992687315453,1719354625,checkpoint_000004,True,False,5,fe083630,2024-06-26_00-30-25,845.8089480400085,4240.718232393265,2195253,r8i6n2,10.159.28.60,4240.718232393265,5

ray_results/test_experiment/train_model_fe083630_32_batch_size=1024,decoder_int_ff=512,decoder_int_num_layer=1,decoder_rt_ff=512,decoder_rt_num_layer=2,drop_r_2024-06-25_22-50-21/result.json

+{"loss": 4034.1917479507565, "timestamp": 1719351243, "checkpoint_dir_name": "checkpoint_000000", "should_checkpoint": true, "done": false, "training_iteration": 1, "trial_id": "fe083630", "date": "2024-06-25_23-34-04", "time_this_iter_s": 858.9566829204559, "time_total_s": 858.9566829204559, "pid": 2195253, "hostname": "r8i6n2", "node_ip": "10.159.28.60", "config": {"encoder_num_layer": 8, "decoder_rt_num_layer": 2, "decoder_int_num_layer": 1, "embedding_dim": 1024, "encoder_ff": 1024, "decoder_rt_ff": 512, "decoder_int_ff": 512, "n_head": 2, "drop_rate": 0.7814344084863447, "lr": 0.030816743385966763, "batch_size": 1024}, "time_since_restore": 858.9566829204559, "iterations_since_restore": 1}
+{"loss": 2881.328838198204, "timestamp": 1719352088, "checkpoint_dir_name": "checkpoint_000001", "should_checkpoint": true, "done": false, "training_iteration": 2, "trial_id": "fe083630", "date": "2024-06-25_23-48-09", "time_this_iter_s": 845.1621363162994, "time_total_s": 1704.1188192367554, "pid": 2195253, "hostname": "r8i6n2", "node_ip": "10.159.28.60", "config": {"encoder_num_layer": 8, "decoder_rt_num_layer": 2, "decoder_int_num_layer": 1, "embedding_dim": 1024, "encoder_ff": 1024, "decoder_rt_ff": 512, "decoder_int_ff": 512, "n_head": 2, "drop_rate": 0.7814344084863447, "lr": 0.030816743385966763, "batch_size": 1024}, "time_since_restore": 1704.1188192367554, "iterations_since_restore": 2}
+{"loss": 2239.2423533041647, "timestamp": 1719352934, "checkpoint_dir_name": "checkpoint_000002", "should_checkpoint": true, "done": false, "training_iteration": 3, "trial_id": "fe083630", "date": "2024-06-26_00-02-14", "time_this_iter_s": 845.5501523017883, "time_total_s": 2549.6689715385437, "pid": 2195253, "hostname": "r8i6n2", "node_ip": "10.159.28.60", "config": {"encoder_num_layer": 8, "decoder_rt_num_layer": 2, "decoder_int_num_layer": 1, "embedding_dim": 1024, "encoder_ff": 1024, "decoder_rt_ff": 512, "decoder_int_ff": 512, "n_head": 2, "drop_rate": 0.7814344084863447, "lr": 0.030816743385966763, "batch_size": 1024}, "time_since_restore": 2549.6689715385437, "iterations_since_restore": 3}
+{"loss": 2008.2958018385518, "timestamp": 1719353779, "checkpoint_dir_name": "checkpoint_000003", "should_checkpoint": true, "done": false, "training_iteration": 4, "trial_id": "fe083630", "date": "2024-06-26_00-16-19", "time_this_iter_s": 845.2403128147125, "time_total_s": 3394.909284353256, "pid": 2195253, "hostname": "r8i6n2", "node_ip": "10.159.28.60", "config": {"encoder_num_layer": 8, "decoder_rt_num_layer": 2, "decoder_int_num_layer": 1, "embedding_dim": 1024, "encoder_ff": 1024, "decoder_rt_ff": 512, "decoder_int_ff": 512, "n_head": 2, "drop_rate": 0.7814344084863447, "lr": 0.030816743385966763, "batch_size": 1024}, "time_since_restore": 3394.909284353256, "iterations_since_restore": 4}
+{"loss": 1961.6992687315453, "timestamp": 1719354625, "checkpoint_dir_name": "checkpoint_000004", "should_checkpoint": true, "done": false, "training_iteration": 5, "trial_id": "fe083630", "date": "2024-06-26_00-30-25", "time_this_iter_s": 845.8089480400085, "time_total_s": 4240.718232393265, "pid": 2195253, "hostname": "r8i6n2", "node_ip": "10.159.28.60", "config": {"encoder_num_layer": 8, "decoder_rt_num_layer": 2, "decoder_int_num_layer": 1, "embedding_dim": 1024, "encoder_ff": 1024, "decoder_rt_ff": 512, "decoder_int_ff": 512, "n_head": 2, "drop_rate": 0.7814344084863447, "lr": 0.030816743385966763, "batch_size": 1024}, "time_since_restore": 4240.718232393265, "iterations_since_restore": 5}