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diff --git a/logs/ajay-14min-200/preprocess.log b/logs/ajay-14min-200/preprocess.log
new file mode 100644
index 0000000000000000000000000000000000000000..3af14c766942142a85a6e41c0c0b5f5cf97c21bd
--- /dev/null
+++ b/logs/ajay-14min-200/preprocess.log
@@ -0,0 +1,64 @@
+start preprocess
+['infer/modules/train/preprocess.py', '/home/amk23j/Documents/Retrieval-based-Voice-Conversion-WebUI/14min_paper4_training_RVC', '32000', '28', '/home/amk23j/Documents/Retrieval-based-Voice-Conversion-WebUI/logs/ajay-14min-200', 'False', '3.0']
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+end preprocess
diff --git a/logs/ajay-14min-200/total_fea.npy b/logs/ajay-14min-200/total_fea.npy
new file mode 100644
index 0000000000000000000000000000000000000000..3771062f237515d2038023768e102215fb7e2a40
--- /dev/null
+++ b/logs/ajay-14min-200/total_fea.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59c66c04e8991adfc8e769c1f325f3b7521d295478c705659492dc4cfc71c034
+size 130824320
diff --git a/logs/ajay-14min-200/train.log b/logs/ajay-14min-200/train.log
new file mode 100644
index 0000000000000000000000000000000000000000..c731e94299d830692dc8fabb16e0003e066f01dc
--- /dev/null
+++ b/logs/ajay-14min-200/train.log
@@ -0,0 +1,249 @@
+2024-01-11 18:03:31,573	ajay-14min-200	INFO	{'data': {'filter_length': 1024, 'hop_length': 320, 'max_wav_value': 32768.0, 'mel_fmax': None, 'mel_fmin': 0.0, 'n_mel_channels': 80, 'sampling_rate': 32000, 'win_length': 1024, 'training_files': './logs/ajay-14min-200/filelist.txt'}, 'model': {'filter_channels': 768, 'gin_channels': 256, 'hidden_channels': 192, 'inter_channels': 192, 'kernel_size': 3, 'n_heads': 2, 'n_layers': 6, 'p_dropout': 0, 'resblock': '1', 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'resblock_kernel_sizes': [3, 7, 11], 'spk_embed_dim': 109, 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [20, 16, 4, 4], 'upsample_rates': [10, 8, 2, 2], 'use_spectral_norm': False}, 'train': {'batch_size': 40, 'betas': [0.8, 0.99], 'c_kl': 1.0, 'c_mel': 45, 'epochs': 20000, 'eps': 1e-09, 'fp16_run': True, 'init_lr_ratio': 1, 'learning_rate': 0.0001, 'log_interval': 200, 'lr_decay': 0.999875, 'seed': 1234, 'segment_size': 12800, 'warmup_epochs': 0}, 'model_dir': './logs/ajay-14min-200', 'experiment_dir': './logs/ajay-14min-200', 'save_every_epoch': 50, 'name': 'ajay-14min-200', 'total_epoch': 200, 'pretrainG': 'assets/pretrained_v2/f0G32k.pth', 'pretrainD': 'assets/pretrained_v2/f0D32k.pth', 'version': 'v2', 'gpus': '0', 'sample_rate': '32k', 'if_f0': 1, 'if_latest': 1, 'save_every_weights': '1', 'if_cache_data_in_gpu': 0}
+2024-01-11 18:03:34,581	ajay-14min-200	INFO	loaded pretrained assets/pretrained_v2/f0G32k.pth
+2024-01-11 18:03:36,136	ajay-14min-200	INFO	<All keys matched successfully>
+2024-01-11 18:03:36,136	ajay-14min-200	INFO	loaded pretrained assets/pretrained_v2/f0D32k.pth
+2024-01-11 18:03:38,232	ajay-14min-200	INFO	<All keys matched successfully>
+2024-01-11 18:04:06,252	ajay-14min-200	INFO	Train Epoch: 1 [0%]
+2024-01-11 18:04:06,253	ajay-14min-200	INFO	[0, 0.0001]
+2024-01-11 18:04:06,255	ajay-14min-200	INFO	loss_disc=3.701, loss_gen=3.545, loss_fm=13.037,loss_mel=22.052, loss_kl=9.000
+2024-01-11 18:04:14,743	ajay-14min-200	INFO	====> Epoch: 1 [2024-01-11 18:04:14] | (0:00:28.588960)
+2024-01-11 18:04:21,624	ajay-14min-200	INFO	====> Epoch: 2 [2024-01-11 18:04:21] | (0:00:06.872772)
+2024-01-11 18:04:28,583	ajay-14min-200	INFO	====> Epoch: 3 [2024-01-11 18:04:28] | (0:00:06.952537)
+2024-01-11 18:04:35,479	ajay-14min-200	INFO	====> Epoch: 4 [2024-01-11 18:04:35] | (0:00:06.889781)
+2024-01-11 18:04:42,384	ajay-14min-200	INFO	====> Epoch: 5 [2024-01-11 18:04:42] | (0:00:06.898571)
+2024-01-11 18:04:49,251	ajay-14min-200	INFO	====> Epoch: 6 [2024-01-11 18:04:49] | (0:00:06.860653)
+2024-01-11 18:04:56,209	ajay-14min-200	INFO	====> Epoch: 7 [2024-01-11 18:04:56] | (0:00:06.951828)
+2024-01-11 18:05:03,071	ajay-14min-200	INFO	====> Epoch: 8 [2024-01-11 18:05:03] | (0:00:06.856648)
+2024-01-11 18:05:09,999	ajay-14min-200	INFO	====> Epoch: 9 [2024-01-11 18:05:09] | (0:00:06.922240)
+2024-01-11 18:05:16,889	ajay-14min-200	INFO	====> Epoch: 10 [2024-01-11 18:05:16] | (0:00:06.884342)
+2024-01-11 18:05:23,866	ajay-14min-200	INFO	====> Epoch: 11 [2024-01-11 18:05:23] | (0:00:06.971042)
+2024-01-11 18:05:30,782	ajay-14min-200	INFO	====> Epoch: 12 [2024-01-11 18:05:30] | (0:00:06.910217)
+2024-01-11 18:05:37,738	ajay-14min-200	INFO	====> Epoch: 13 [2024-01-11 18:05:37] | (0:00:06.950944)
+2024-01-11 18:05:44,679	ajay-14min-200	INFO	====> Epoch: 14 [2024-01-11 18:05:44] | (0:00:06.935211)
+2024-01-11 18:05:51,661	ajay-14min-200	INFO	====> Epoch: 15 [2024-01-11 18:05:51] | (0:00:06.976463)
+2024-01-11 18:05:59,196	ajay-14min-200	INFO	====> Epoch: 16 [2024-01-11 18:05:59] | (0:00:07.529099)
+2024-01-11 18:06:06,154	ajay-14min-200	INFO	====> Epoch: 17 [2024-01-11 18:06:06] | (0:00:06.952031)
+2024-01-11 18:06:13,110	ajay-14min-200	INFO	====> Epoch: 18 [2024-01-11 18:06:13] | (0:00:06.951519)
+2024-01-11 18:06:20,095	ajay-14min-200	INFO	====> Epoch: 19 [2024-01-11 18:06:20] | (0:00:06.978490)
+2024-01-11 18:06:27,038	ajay-14min-200	INFO	====> Epoch: 20 [2024-01-11 18:06:27] | (0:00:06.937206)
+2024-01-11 18:06:27,880	ajay-14min-200	INFO	Train Epoch: 21 [0%]
+2024-01-11 18:06:27,881	ajay-14min-200	INFO	[200, 9.975029665246193e-05]
+2024-01-11 18:06:27,882	ajay-14min-200	INFO	loss_disc=3.827, loss_gen=3.627, loss_fm=15.075,loss_mel=20.046, loss_kl=1.837
+2024-01-11 18:06:34,288	ajay-14min-200	INFO	====> Epoch: 21 [2024-01-11 18:06:34] | (0:00:07.244660)
+2024-01-11 18:06:41,206	ajay-14min-200	INFO	====> Epoch: 22 [2024-01-11 18:06:41] | (0:00:06.909920)
+2024-01-11 18:06:48,714	ajay-14min-200	INFO	====> Epoch: 23 [2024-01-11 18:06:48] | (0:00:07.502945)
+2024-01-11 18:06:55,770	ajay-14min-200	INFO	====> Epoch: 24 [2024-01-11 18:06:55] | (0:00:07.050716)
+2024-01-11 18:07:02,743	ajay-14min-200	INFO	====> Epoch: 25 [2024-01-11 18:07:02] | (0:00:06.967187)
+2024-01-11 18:07:09,712	ajay-14min-200	INFO	====> Epoch: 26 [2024-01-11 18:07:09] | (0:00:06.963336)
+2024-01-11 18:07:16,770	ajay-14min-200	INFO	====> Epoch: 27 [2024-01-11 18:07:16] | (0:00:07.052416)
+2024-01-11 18:07:23,929	ajay-14min-200	INFO	====> Epoch: 28 [2024-01-11 18:07:23] | (0:00:07.153495)
+2024-01-11 18:07:30,958	ajay-14min-200	INFO	====> Epoch: 29 [2024-01-11 18:07:30] | (0:00:07.024214)
+2024-01-11 18:07:37,930	ajay-14min-200	INFO	====> Epoch: 30 [2024-01-11 18:07:37] | (0:00:06.966002)
+2024-01-11 18:07:44,898	ajay-14min-200	INFO	====> Epoch: 31 [2024-01-11 18:07:44] | (0:00:06.963312)
+2024-01-11 18:07:51,907	ajay-14min-200	INFO	====> Epoch: 32 [2024-01-11 18:07:51] | (0:00:07.002937)
+2024-01-11 18:07:58,887	ajay-14min-200	INFO	====> Epoch: 33 [2024-01-11 18:07:58] | (0:00:06.975171)
+2024-01-11 18:08:05,907	ajay-14min-200	INFO	====> Epoch: 34 [2024-01-11 18:08:05] | (0:00:07.014287)
+2024-01-11 18:08:13,017	ajay-14min-200	INFO	====> Epoch: 35 [2024-01-11 18:08:13] | (0:00:07.103953)
+2024-01-11 18:08:20,054	ajay-14min-200	INFO	====> Epoch: 36 [2024-01-11 18:08:20] | (0:00:07.032099)
+2024-01-11 18:08:27,057	ajay-14min-200	INFO	====> Epoch: 37 [2024-01-11 18:08:27] | (0:00:06.996875)
+2024-01-11 18:08:34,002	ajay-14min-200	INFO	====> Epoch: 38 [2024-01-11 18:08:34] | (0:00:06.939427)
+2024-01-11 18:08:41,038	ajay-14min-200	INFO	====> Epoch: 39 [2024-01-11 18:08:41] | (0:00:07.031316)
+2024-01-11 18:08:48,034	ajay-14min-200	INFO	====> Epoch: 40 [2024-01-11 18:08:48] | (0:00:06.990332)
+2024-01-11 18:08:48,886	ajay-14min-200	INFO	Train Epoch: 41 [0%]
+2024-01-11 18:08:48,887	ajay-14min-200	INFO	[400, 9.950121682254156e-05]
+2024-01-11 18:08:48,887	ajay-14min-200	INFO	loss_disc=3.630, loss_gen=3.680, loss_fm=12.594,loss_mel=18.655, loss_kl=1.835
+2024-01-11 18:08:56,056	ajay-14min-200	INFO	====> Epoch: 41 [2024-01-11 18:08:56] | (0:00:08.016786)
+2024-01-11 18:09:03,037	ajay-14min-200	INFO	====> Epoch: 42 [2024-01-11 18:09:03] | (0:00:06.972420)
+2024-01-11 18:09:10,011	ajay-14min-200	INFO	====> Epoch: 43 [2024-01-11 18:09:10] | (0:00:06.968186)
+2024-01-11 18:09:16,984	ajay-14min-200	INFO	====> Epoch: 44 [2024-01-11 18:09:16] | (0:00:06.967105)
+2024-01-11 18:09:24,053	ajay-14min-200	INFO	====> Epoch: 45 [2024-01-11 18:09:24] | (0:00:07.063524)
+2024-01-11 18:09:31,035	ajay-14min-200	INFO	====> Epoch: 46 [2024-01-11 18:09:31] | (0:00:06.977011)
+2024-01-11 18:09:38,010	ajay-14min-200	INFO	====> Epoch: 47 [2024-01-11 18:09:38] | (0:00:06.969508)
+2024-01-11 18:09:45,019	ajay-14min-200	INFO	====> Epoch: 48 [2024-01-11 18:09:45] | (0:00:07.002831)
+2024-01-11 18:09:51,981	ajay-14min-200	INFO	====> Epoch: 49 [2024-01-11 18:09:51] | (0:00:06.956554)
+2024-01-11 18:09:58,925	ajay-14min-200	INFO	Saving model and optimizer state at epoch 50 to ./logs/ajay-14min-200/G_2333333.pth
+2024-01-11 18:10:06,292	ajay-14min-200	INFO	Saving model and optimizer state at epoch 50 to ./logs/ajay-14min-200/D_2333333.pth
+2024-01-11 18:10:23,564	ajay-14min-200	INFO	saving ckpt ajay-14min-200_e50:Success.
+2024-01-11 18:10:23,565	ajay-14min-200	INFO	====> Epoch: 50 [2024-01-11 18:10:23] | (0:00:31.578918)
+2024-01-11 18:10:30,527	ajay-14min-200	INFO	====> Epoch: 51 [2024-01-11 18:10:30] | (0:00:06.955754)
+2024-01-11 18:10:37,394	ajay-14min-200	INFO	====> Epoch: 52 [2024-01-11 18:10:37] | (0:00:06.861814)
+2024-01-11 18:10:44,327	ajay-14min-200	INFO	====> Epoch: 53 [2024-01-11 18:10:44] | (0:00:06.927626)
+2024-01-11 18:10:51,317	ajay-14min-200	INFO	====> Epoch: 54 [2024-01-11 18:10:51] | (0:00:06.983738)
+2024-01-11 18:10:58,228	ajay-14min-200	INFO	====> Epoch: 55 [2024-01-11 18:10:58] | (0:00:06.905519)
+2024-01-11 18:11:05,200	ajay-14min-200	INFO	====> Epoch: 56 [2024-01-11 18:11:05] | (0:00:06.967013)
+2024-01-11 18:11:12,197	ajay-14min-200	INFO	====> Epoch: 57 [2024-01-11 18:11:12] | (0:00:06.990298)
+2024-01-11 18:11:19,191	ajay-14min-200	INFO	====> Epoch: 58 [2024-01-11 18:11:19] | (0:00:06.989054)
+2024-01-11 18:11:26,188	ajay-14min-200	INFO	====> Epoch: 59 [2024-01-11 18:11:26] | (0:00:06.990901)
+2024-01-11 18:11:33,289	ajay-14min-200	INFO	====> Epoch: 60 [2024-01-11 18:11:33] | (0:00:07.095779)
+2024-01-11 18:11:34,165	ajay-14min-200	INFO	Train Epoch: 61 [0%]
+2024-01-11 18:11:34,166	ajay-14min-200	INFO	[600, 9.92527589532945e-05]
+2024-01-11 18:11:34,166	ajay-14min-200	INFO	loss_disc=3.777, loss_gen=3.321, loss_fm=12.307,loss_mel=18.206, loss_kl=1.421
+2024-01-11 18:11:40,872	ajay-14min-200	INFO	====> Epoch: 61 [2024-01-11 18:11:40] | (0:00:07.577678)
+2024-01-11 18:11:47,897	ajay-14min-200	INFO	====> Epoch: 62 [2024-01-11 18:11:47] | (0:00:07.016988)
+2024-01-11 18:11:54,913	ajay-14min-200	INFO	====> Epoch: 63 [2024-01-11 18:11:54] | (0:00:07.009470)
+2024-01-11 18:12:01,867	ajay-14min-200	INFO	====> Epoch: 64 [2024-01-11 18:12:01] | (0:00:06.948158)
+2024-01-11 18:12:08,944	ajay-14min-200	INFO	====> Epoch: 65 [2024-01-11 18:12:08] | (0:00:07.071123)
+2024-01-11 18:12:15,955	ajay-14min-200	INFO	====> Epoch: 66 [2024-01-11 18:12:15] | (0:00:07.005253)
+2024-01-11 18:12:22,950	ajay-14min-200	INFO	====> Epoch: 67 [2024-01-11 18:12:22] | (0:00:06.989864)
+2024-01-11 18:12:29,928	ajay-14min-200	INFO	====> Epoch: 68 [2024-01-11 18:12:29] | (0:00:06.971754)
+2024-01-11 18:12:36,938	ajay-14min-200	INFO	====> Epoch: 69 [2024-01-11 18:12:36] | (0:00:07.004186)
+2024-01-11 18:12:43,939	ajay-14min-200	INFO	====> Epoch: 70 [2024-01-11 18:12:43] | (0:00:06.994853)
+2024-01-11 18:12:50,977	ajay-14min-200	INFO	====> Epoch: 71 [2024-01-11 18:12:50] | (0:00:07.033262)
+2024-01-11 18:12:57,952	ajay-14min-200	INFO	====> Epoch: 72 [2024-01-11 18:12:57] | (0:00:06.969899)
+2024-01-11 18:13:04,914	ajay-14min-200	INFO	====> Epoch: 73 [2024-01-11 18:13:04] | (0:00:06.956669)
+2024-01-11 18:13:11,872	ajay-14min-200	INFO	====> Epoch: 74 [2024-01-11 18:13:11] | (0:00:06.953098)
+2024-01-11 18:13:18,900	ajay-14min-200	INFO	====> Epoch: 75 [2024-01-11 18:13:18] | (0:00:07.021724)
+2024-01-11 18:13:25,884	ajay-14min-200	INFO	====> Epoch: 76 [2024-01-11 18:13:25] | (0:00:06.978659)
+2024-01-11 18:13:32,905	ajay-14min-200	INFO	====> Epoch: 77 [2024-01-11 18:13:32] | (0:00:07.015702)
+2024-01-11 18:13:39,819	ajay-14min-200	INFO	====> Epoch: 78 [2024-01-11 18:13:39] | (0:00:06.908768)
+2024-01-11 18:13:46,828	ajay-14min-200	INFO	====> Epoch: 79 [2024-01-11 18:13:46] | (0:00:07.003798)
+2024-01-11 18:13:53,831	ajay-14min-200	INFO	====> Epoch: 80 [2024-01-11 18:13:53] | (0:00:06.998241)
+2024-01-11 18:13:54,682	ajay-14min-200	INFO	Train Epoch: 81 [0%]
+2024-01-11 18:13:54,682	ajay-14min-200	INFO	[800, 9.900492149166423e-05]
+2024-01-11 18:13:54,683	ajay-14min-200	INFO	loss_disc=3.849, loss_gen=3.694, loss_fm=12.038,loss_mel=18.065, loss_kl=1.542
+2024-01-11 18:14:01,094	ajay-14min-200	INFO	====> Epoch: 81 [2024-01-11 18:14:01] | (0:00:07.257507)
+2024-01-11 18:14:08,133	ajay-14min-200	INFO	====> Epoch: 82 [2024-01-11 18:14:08] | (0:00:07.031759)
+2024-01-11 18:14:15,170	ajay-14min-200	INFO	====> Epoch: 83 [2024-01-11 18:14:15] | (0:00:07.031619)
+2024-01-11 18:14:22,116	ajay-14min-200	INFO	====> Epoch: 84 [2024-01-11 18:14:22] | (0:00:06.941065)
+2024-01-11 18:14:29,040	ajay-14min-200	INFO	====> Epoch: 85 [2024-01-11 18:14:29] | (0:00:06.918270)
+2024-01-11 18:14:36,148	ajay-14min-200	INFO	====> Epoch: 86 [2024-01-11 18:14:36] | (0:00:07.103154)
+2024-01-11 18:14:43,153	ajay-14min-200	INFO	====> Epoch: 87 [2024-01-11 18:14:43] | (0:00:06.999046)
+2024-01-11 18:14:50,184	ajay-14min-200	INFO	====> Epoch: 88 [2024-01-11 18:14:50] | (0:00:07.026087)
+2024-01-11 18:14:57,157	ajay-14min-200	INFO	====> Epoch: 89 [2024-01-11 18:14:57] | (0:00:06.967417)
+2024-01-11 18:15:04,141	ajay-14min-200	INFO	====> Epoch: 90 [2024-01-11 18:15:04] | (0:00:06.978841)
+2024-01-11 18:15:11,206	ajay-14min-200	INFO	====> Epoch: 91 [2024-01-11 18:15:11] | (0:00:07.059681)
+2024-01-11 18:15:18,238	ajay-14min-200	INFO	====> Epoch: 92 [2024-01-11 18:15:18] | (0:00:07.026096)
+2024-01-11 18:15:25,194	ajay-14min-200	INFO	====> Epoch: 93 [2024-01-11 18:15:25] | (0:00:06.951151)
+2024-01-11 18:15:32,113	ajay-14min-200	INFO	====> Epoch: 94 [2024-01-11 18:15:32] | (0:00:06.913619)
+2024-01-11 18:15:39,054	ajay-14min-200	INFO	====> Epoch: 95 [2024-01-11 18:15:39] | (0:00:06.936223)
+2024-01-11 18:15:46,075	ajay-14min-200	INFO	====> Epoch: 96 [2024-01-11 18:15:46] | (0:00:07.015635)
+2024-01-11 18:15:53,130	ajay-14min-200	INFO	====> Epoch: 97 [2024-01-11 18:15:53] | (0:00:07.050274)
+2024-01-11 18:16:00,130	ajay-14min-200	INFO	====> Epoch: 98 [2024-01-11 18:16:00] | (0:00:06.994378)
+2024-01-11 18:16:07,104	ajay-14min-200	INFO	====> Epoch: 99 [2024-01-11 18:16:07] | (0:00:06.969288)
+2024-01-11 18:16:14,139	ajay-14min-200	INFO	Saving model and optimizer state at epoch 100 to ./logs/ajay-14min-200/G_2333333.pth
+2024-01-11 18:16:20,065	ajay-14min-200	INFO	Saving model and optimizer state at epoch 100 to ./logs/ajay-14min-200/D_2333333.pth
+2024-01-11 18:16:32,598	ajay-14min-200	INFO	saving ckpt ajay-14min-200_e100:Success.
+2024-01-11 18:16:32,598	ajay-14min-200	INFO	====> Epoch: 100 [2024-01-11 18:16:32] | (0:00:25.488608)
+2024-01-11 18:16:33,441	ajay-14min-200	INFO	Train Epoch: 101 [0%]
+2024-01-11 18:16:33,441	ajay-14min-200	INFO	[1000, 9.875770288847208e-05]
+2024-01-11 18:16:33,441	ajay-14min-200	INFO	loss_disc=3.549, loss_gen=3.848, loss_fm=13.061,loss_mel=18.031, loss_kl=1.369
+2024-01-11 18:16:40,506	ajay-14min-200	INFO	====> Epoch: 101 [2024-01-11 18:16:40] | (0:00:07.901080)
+2024-01-11 18:16:47,438	ajay-14min-200	INFO	====> Epoch: 102 [2024-01-11 18:16:47] | (0:00:06.923275)
+2024-01-11 18:16:54,327	ajay-14min-200	INFO	====> Epoch: 103 [2024-01-11 18:16:54] | (0:00:06.883750)
+2024-01-11 18:17:01,313	ajay-14min-200	INFO	====> Epoch: 104 [2024-01-11 18:17:01] | (0:00:06.980384)
+2024-01-11 18:17:08,257	ajay-14min-200	INFO	====> Epoch: 105 [2024-01-11 18:17:08] | (0:00:06.938986)
+2024-01-11 18:17:15,249	ajay-14min-200	INFO	====> Epoch: 106 [2024-01-11 18:17:15] | (0:00:06.986792)
+2024-01-11 18:17:22,261	ajay-14min-200	INFO	====> Epoch: 107 [2024-01-11 18:17:22] | (0:00:07.006748)
+2024-01-11 18:17:29,224	ajay-14min-200	INFO	====> Epoch: 108 [2024-01-11 18:17:29] | (0:00:06.957550)
+2024-01-11 18:17:36,218	ajay-14min-200	INFO	====> Epoch: 109 [2024-01-11 18:17:36] | (0:00:06.988701)
+2024-01-11 18:17:43,223	ajay-14min-200	INFO	====> Epoch: 110 [2024-01-11 18:17:43] | (0:00:06.999925)
+2024-01-11 18:17:50,228	ajay-14min-200	INFO	====> Epoch: 111 [2024-01-11 18:17:50] | (0:00:06.999883)
+2024-01-11 18:17:57,226	ajay-14min-200	INFO	====> Epoch: 112 [2024-01-11 18:17:57] | (0:00:06.992725)
+2024-01-11 18:18:04,204	ajay-14min-200	INFO	====> Epoch: 113 [2024-01-11 18:18:04] | (0:00:06.972095)
+2024-01-11 18:18:11,203	ajay-14min-200	INFO	====> Epoch: 114 [2024-01-11 18:18:11] | (0:00:06.994176)
+2024-01-11 18:18:18,162	ajay-14min-200	INFO	====> Epoch: 115 [2024-01-11 18:18:18] | (0:00:06.954950)
+2024-01-11 18:18:25,215	ajay-14min-200	INFO	====> Epoch: 116 [2024-01-11 18:18:25] | (0:00:07.047004)
+2024-01-11 18:18:32,215	ajay-14min-200	INFO	====> Epoch: 117 [2024-01-11 18:18:32] | (0:00:06.994871)
+2024-01-11 18:18:39,339	ajay-14min-200	INFO	====> Epoch: 118 [2024-01-11 18:18:39] | (0:00:07.119003)
+2024-01-11 18:18:46,393	ajay-14min-200	INFO	====> Epoch: 119 [2024-01-11 18:18:46] | (0:00:07.049211)
+2024-01-11 18:18:53,394	ajay-14min-200	INFO	====> Epoch: 120 [2024-01-11 18:18:53] | (0:00:06.994863)
+2024-01-11 18:18:54,211	ajay-14min-200	INFO	Train Epoch: 121 [0%]
+2024-01-11 18:18:54,212	ajay-14min-200	INFO	[1200, 9.851110159840781e-05]
+2024-01-11 18:18:54,213	ajay-14min-200	INFO	loss_disc=3.342, loss_gen=4.141, loss_fm=11.086,loss_mel=16.478, loss_kl=0.420
+2024-01-11 18:19:01,297	ajay-14min-200	INFO	====> Epoch: 121 [2024-01-11 18:19:01] | (0:00:07.898572)
+2024-01-11 18:19:08,284	ajay-14min-200	INFO	====> Epoch: 122 [2024-01-11 18:19:08] | (0:00:06.977887)
+2024-01-11 18:19:15,313	ajay-14min-200	INFO	====> Epoch: 123 [2024-01-11 18:19:15] | (0:00:07.023970)
+2024-01-11 18:19:22,305	ajay-14min-200	INFO	====> Epoch: 124 [2024-01-11 18:19:22] | (0:00:06.986254)
+2024-01-11 18:19:29,240	ajay-14min-200	INFO	====> Epoch: 125 [2024-01-11 18:19:29] | (0:00:06.930640)
+2024-01-11 18:19:36,178	ajay-14min-200	INFO	====> Epoch: 126 [2024-01-11 18:19:36] | (0:00:06.932518)
+2024-01-11 18:19:43,155	ajay-14min-200	INFO	====> Epoch: 127 [2024-01-11 18:19:43] | (0:00:06.972237)
+2024-01-11 18:19:50,102	ajay-14min-200	INFO	====> Epoch: 128 [2024-01-11 18:19:50] | (0:00:06.941310)
+2024-01-11 18:19:57,102	ajay-14min-200	INFO	====> Epoch: 129 [2024-01-11 18:19:57] | (0:00:06.994799)
+2024-01-11 18:20:04,051	ajay-14min-200	INFO	====> Epoch: 130 [2024-01-11 18:20:04] | (0:00:06.943358)
+2024-01-11 18:20:10,994	ajay-14min-200	INFO	====> Epoch: 131 [2024-01-11 18:20:10] | (0:00:06.938203)
+2024-01-11 18:20:17,962	ajay-14min-200	INFO	====> Epoch: 132 [2024-01-11 18:20:17] | (0:00:06.962584)
+2024-01-11 18:20:24,905	ajay-14min-200	INFO	====> Epoch: 133 [2024-01-11 18:20:24] | (0:00:06.937740)
+2024-01-11 18:20:31,932	ajay-14min-200	INFO	====> Epoch: 134 [2024-01-11 18:20:31] | (0:00:07.022384)
+2024-01-11 18:20:38,873	ajay-14min-200	INFO	====> Epoch: 135 [2024-01-11 18:20:38] | (0:00:06.935854)
+2024-01-11 18:20:45,884	ajay-14min-200	INFO	====> Epoch: 136 [2024-01-11 18:20:45] | (0:00:07.006028)
+2024-01-11 18:20:52,930	ajay-14min-200	INFO	====> Epoch: 137 [2024-01-11 18:20:52] | (0:00:07.040855)
+2024-01-11 18:20:59,904	ajay-14min-200	INFO	====> Epoch: 138 [2024-01-11 18:20:59] | (0:00:06.968220)
+2024-01-11 18:21:06,840	ajay-14min-200	INFO	====> Epoch: 139 [2024-01-11 18:21:06] | (0:00:06.930798)
+2024-01-11 18:21:13,818	ajay-14min-200	INFO	====> Epoch: 140 [2024-01-11 18:21:13] | (0:00:06.972728)
+2024-01-11 18:21:14,641	ajay-14min-200	INFO	Train Epoch: 141 [0%]
+2024-01-11 18:21:14,642	ajay-14min-200	INFO	[1400, 9.826511608001993e-05]
+2024-01-11 18:21:14,688	ajay-14min-200	INFO	loss_disc=3.466, loss_gen=3.677, loss_fm=10.649,loss_mel=16.615, loss_kl=0.454
+2024-01-11 18:21:21,363	ajay-14min-200	INFO	====> Epoch: 141 [2024-01-11 18:21:21] | (0:00:07.539521)
+2024-01-11 18:21:28,398	ajay-14min-200	INFO	====> Epoch: 142 [2024-01-11 18:21:28] | (0:00:07.027767)
+2024-01-11 18:21:35,430	ajay-14min-200	INFO	====> Epoch: 143 [2024-01-11 18:21:35] | (0:00:07.025860)
+2024-01-11 18:21:42,373	ajay-14min-200	INFO	====> Epoch: 144 [2024-01-11 18:21:42] | (0:00:06.938046)
+2024-01-11 18:21:49,469	ajay-14min-200	INFO	====> Epoch: 145 [2024-01-11 18:21:49] | (0:00:07.091867)
+2024-01-11 18:21:56,500	ajay-14min-200	INFO	====> Epoch: 146 [2024-01-11 18:21:56] | (0:00:07.025497)
+2024-01-11 18:22:03,526	ajay-14min-200	INFO	====> Epoch: 147 [2024-01-11 18:22:03] | (0:00:07.019905)
+2024-01-11 18:22:10,501	ajay-14min-200	INFO	====> Epoch: 148 [2024-01-11 18:22:10] | (0:00:06.970547)
+2024-01-11 18:22:17,501	ajay-14min-200	INFO	====> Epoch: 149 [2024-01-11 18:22:17] | (0:00:06.993465)
+2024-01-11 18:22:24,461	ajay-14min-200	INFO	Saving model and optimizer state at epoch 150 to ./logs/ajay-14min-200/G_2333333.pth
+2024-01-11 18:22:29,406	ajay-14min-200	INFO	Saving model and optimizer state at epoch 150 to ./logs/ajay-14min-200/D_2333333.pth
+2024-01-11 18:22:42,126	ajay-14min-200	INFO	saving ckpt ajay-14min-200_e150:Success.
+2024-01-11 18:22:42,126	ajay-14min-200	INFO	====> Epoch: 150 [2024-01-11 18:22:42] | (0:00:24.620363)
+2024-01-11 18:22:49,229	ajay-14min-200	INFO	====> Epoch: 151 [2024-01-11 18:22:49] | (0:00:06.923146)
+2024-01-11 18:22:56,153	ajay-14min-200	INFO	====> Epoch: 152 [2024-01-11 18:22:56] | (0:00:06.918720)
+2024-01-11 18:23:03,150	ajay-14min-200	INFO	====> Epoch: 153 [2024-01-11 18:23:03] | (0:00:06.990856)
+2024-01-11 18:23:10,048	ajay-14min-200	INFO	====> Epoch: 154 [2024-01-11 18:23:10] | (0:00:06.892894)
+2024-01-11 18:23:16,948	ajay-14min-200	INFO	====> Epoch: 155 [2024-01-11 18:23:16] | (0:00:06.894854)
+2024-01-11 18:23:23,870	ajay-14min-200	INFO	====> Epoch: 156 [2024-01-11 18:23:23] | (0:00:06.916530)
+2024-01-11 18:23:30,886	ajay-14min-200	INFO	====> Epoch: 157 [2024-01-11 18:23:30] | (0:00:07.011192)
+2024-01-11 18:23:37,845	ajay-14min-200	INFO	====> Epoch: 158 [2024-01-11 18:23:37] | (0:00:06.954288)
+2024-01-11 18:23:44,808	ajay-14min-200	INFO	====> Epoch: 159 [2024-01-11 18:23:44] | (0:00:06.957610)
+2024-01-11 18:23:51,777	ajay-14min-200	INFO	====> Epoch: 160 [2024-01-11 18:23:51] | (0:00:06.964213)
+2024-01-11 18:23:52,627	ajay-14min-200	INFO	Train Epoch: 161 [0%]
+2024-01-11 18:23:52,628	ajay-14min-200	INFO	[1600, 9.801974479570593e-05]
+2024-01-11 18:23:52,629	ajay-14min-200	INFO	loss_disc=3.483, loss_gen=3.868, loss_fm=14.048,loss_mel=17.981, loss_kl=1.135
+2024-01-11 18:23:59,437	ajay-14min-200	INFO	====> Epoch: 161 [2024-01-11 18:23:59] | (0:00:07.654908)
+2024-01-11 18:24:06,425	ajay-14min-200	INFO	====> Epoch: 162 [2024-01-11 18:24:06] | (0:00:06.979308)
+2024-01-11 18:24:13,442	ajay-14min-200	INFO	====> Epoch: 163 [2024-01-11 18:24:13] | (0:00:07.012279)
+2024-01-11 18:24:20,432	ajay-14min-200	INFO	====> Epoch: 164 [2024-01-11 18:24:20] | (0:00:06.985320)
+2024-01-11 18:24:27,436	ajay-14min-200	INFO	====> Epoch: 165 [2024-01-11 18:24:27] | (0:00:06.998018)
+2024-01-11 18:24:34,403	ajay-14min-200	INFO	====> Epoch: 166 [2024-01-11 18:24:34] | (0:00:06.961464)
+2024-01-11 18:24:41,376	ajay-14min-200	INFO	====> Epoch: 167 [2024-01-11 18:24:41] | (0:00:06.968013)
+2024-01-11 18:24:48,369	ajay-14min-200	INFO	====> Epoch: 168 [2024-01-11 18:24:48] | (0:00:06.987488)
+2024-01-11 18:24:55,303	ajay-14min-200	INFO	====> Epoch: 169 [2024-01-11 18:24:55] | (0:00:06.928551)
+2024-01-11 18:25:02,267	ajay-14min-200	INFO	====> Epoch: 170 [2024-01-11 18:25:02] | (0:00:06.958245)
+2024-01-11 18:25:09,335	ajay-14min-200	INFO	====> Epoch: 171 [2024-01-11 18:25:09] | (0:00:07.062673)
+2024-01-11 18:25:16,380	ajay-14min-200	INFO	====> Epoch: 172 [2024-01-11 18:25:16] | (0:00:07.038878)
+2024-01-11 18:25:23,428	ajay-14min-200	INFO	====> Epoch: 173 [2024-01-11 18:25:23] | (0:00:07.042103)
+2024-01-11 18:25:30,564	ajay-14min-200	INFO	====> Epoch: 174 [2024-01-11 18:25:30] | (0:00:07.130522)
+2024-01-11 18:25:37,594	ajay-14min-200	INFO	====> Epoch: 175 [2024-01-11 18:25:37] | (0:00:07.024943)
+2024-01-11 18:25:44,582	ajay-14min-200	INFO	====> Epoch: 176 [2024-01-11 18:25:44] | (0:00:06.982771)
+2024-01-11 18:25:51,600	ajay-14min-200	INFO	====> Epoch: 177 [2024-01-11 18:25:51] | (0:00:07.012832)
+2024-01-11 18:25:58,680	ajay-14min-200	INFO	====> Epoch: 178 [2024-01-11 18:25:58] | (0:00:07.073746)
+2024-01-11 18:26:05,665	ajay-14min-200	INFO	====> Epoch: 179 [2024-01-11 18:26:05] | (0:00:06.980161)
+2024-01-11 18:26:12,681	ajay-14min-200	INFO	====> Epoch: 180 [2024-01-11 18:26:12] | (0:00:07.010602)
+2024-01-11 18:26:13,573	ajay-14min-200	INFO	Train Epoch: 181 [0%]
+2024-01-11 18:26:13,574	ajay-14min-200	INFO	[1800, 9.777498621170277e-05]
+2024-01-11 18:26:13,576	ajay-14min-200	INFO	loss_disc=3.587, loss_gen=4.040, loss_fm=12.985,loss_mel=17.414, loss_kl=0.929
+2024-01-11 18:26:20,174	ajay-14min-200	INFO	====> Epoch: 181 [2024-01-11 18:26:20] | (0:00:07.487499)
+2024-01-11 18:26:27,142	ajay-14min-200	INFO	====> Epoch: 182 [2024-01-11 18:26:27] | (0:00:06.960903)
+2024-01-11 18:26:34,186	ajay-14min-200	INFO	====> Epoch: 183 [2024-01-11 18:26:34] | (0:00:07.038129)
+2024-01-11 18:26:41,138	ajay-14min-200	INFO	====> Epoch: 184 [2024-01-11 18:26:41] | (0:00:06.946830)
+2024-01-11 18:26:48,104	ajay-14min-200	INFO	====> Epoch: 185 [2024-01-11 18:26:48] | (0:00:06.960475)
+2024-01-11 18:26:55,122	ajay-14min-200	INFO	====> Epoch: 186 [2024-01-11 18:26:55] | (0:00:07.012752)
+2024-01-11 18:27:02,134	ajay-14min-200	INFO	====> Epoch: 187 [2024-01-11 18:27:02] | (0:00:07.007122)
+2024-01-11 18:27:09,088	ajay-14min-200	INFO	====> Epoch: 188 [2024-01-11 18:27:09] | (0:00:06.947162)
+2024-01-11 18:27:16,227	ajay-14min-200	INFO	====> Epoch: 189 [2024-01-11 18:27:16] | (0:00:07.134026)
+2024-01-11 18:27:23,265	ajay-14min-200	INFO	====> Epoch: 190 [2024-01-11 18:27:23] | (0:00:07.032287)
+2024-01-11 18:27:30,263	ajay-14min-200	INFO	====> Epoch: 191 [2024-01-11 18:27:30] | (0:00:06.992661)
+2024-01-11 18:27:37,282	ajay-14min-200	INFO	====> Epoch: 192 [2024-01-11 18:27:37] | (0:00:07.013255)
+2024-01-11 18:27:44,300	ajay-14min-200	INFO	====> Epoch: 193 [2024-01-11 18:27:44] | (0:00:07.013564)
+2024-01-11 18:27:51,262	ajay-14min-200	INFO	====> Epoch: 194 [2024-01-11 18:27:51] | (0:00:06.955780)
+2024-01-11 18:27:58,261	ajay-14min-200	INFO	====> Epoch: 195 [2024-01-11 18:27:58] | (0:00:06.993924)
+2024-01-11 18:28:05,225	ajay-14min-200	INFO	====> Epoch: 196 [2024-01-11 18:28:05] | (0:00:06.958751)
+2024-01-11 18:28:12,177	ajay-14min-200	INFO	====> Epoch: 197 [2024-01-11 18:28:12] | (0:00:06.946357)
+2024-01-11 18:28:19,209	ajay-14min-200	INFO	====> Epoch: 198 [2024-01-11 18:28:19] | (0:00:07.026547)
+2024-01-11 18:28:26,236	ajay-14min-200	INFO	====> Epoch: 199 [2024-01-11 18:28:26] | (0:00:07.022443)
+2024-01-11 18:28:33,198	ajay-14min-200	INFO	Saving model and optimizer state at epoch 200 to ./logs/ajay-14min-200/G_2333333.pth
+2024-01-11 18:28:38,109	ajay-14min-200	INFO	Saving model and optimizer state at epoch 200 to ./logs/ajay-14min-200/D_2333333.pth
+2024-01-11 18:28:50,400	ajay-14min-200	INFO	saving ckpt ajay-14min-200_e200:Success.
+2024-01-11 18:28:50,400	ajay-14min-200	INFO	====> Epoch: 200 [2024-01-11 18:28:50] | (0:00:24.158890)
+2024-01-11 18:28:50,400	ajay-14min-200	INFO	Training is done. The program is closed.
+2024-01-11 18:28:51,293	ajay-14min-200	INFO	saving final ckpt:Success.
diff --git a/logs/ajay-14min-200/trained_IVF1091_Flat_nprobe_1_ajay-14min-200_v2.index b/logs/ajay-14min-200/trained_IVF1091_Flat_nprobe_1_ajay-14min-200_v2.index
new file mode 100644
index 0000000000000000000000000000000000000000..a36c6cdfb8abd7a5b132bba78b0f624237016bb1
--- /dev/null
+++ b/logs/ajay-14min-200/trained_IVF1091_Flat_nprobe_1_ajay-14min-200_v2.index
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dbca26c5544e3ca906c9acc65a3fcf1e68e5914b2343e8fd6bf286c59119800
+size 3351691