Notebooks
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Microsoft
AIPC OpenVino Demo

AIPC OpenVino Demo

code03.InferenceAIPCmicrosoft-phi-cookbook
[1]
[2]
INFO:nncf:NNCF initialized successfully. Supported frameworks detected: torch, onnx, openvino

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Mixed-Precision assignment --------------- ---  80% 102/128 • 0:00:32 • 0:00:09
Mixed-Precision assignment --------------- ---  80% 102/128 • 0:00:32 • 0:00:09
Mixed-Precision assignment --------------- ---  80% 102/128 • 0:00:32 • 0:00:09
Mixed-Precision assignment --------------- ---  80% 102/128 • 0:00:33 • 0:00:09
Mixed-Precision assignment --------------- ---  80% 103/128 • 0:00:33 • 0:00:08
Mixed-Precision assignment --------------- ---  80% 103/128 • 0:00:33 • 0:00:08
Mixed-Precision assignment --------------- ---  81% 104/128 • 0:00:33 • 0:00:08
Mixed-Precision assignment --------------- ---  81% 104/128 • 0:00:33 • 0:00:08
Mixed-Precision assignment --------------- ---  81% 104/128 • 0:00:33 • 0:00:08
Mixed-Precision assignment --------------- ---  82% 105/128 • 0:00:33 • 0:00:08
Mixed-Precision assignment --------------- ---  83% 106/128 • 0:00:33 • 0:00:07
Mixed-Precision assignment --------------- ---  83% 106/128 • 0:00:33 • 0:00:07
Mixed-Precision assignment --------------- ---  83% 106/128 • 0:00:34 • 0:00:07
Mixed-Precision assignment --------------- ---  83% 106/128 • 0:00:34 • 0:00:07
Mixed-Precision assignment --------------- ---  83% 106/128 • 0:00:34 • 0:00:07
Mixed-Precision assignment --------------- ---  84% 107/128 • 0:00:34 • 0:00:07
Mixed-Precision assignment --------------- ---  84% 107/128 • 0:00:34 • 0:00:07
Mixed-Precision assignment --------------- ---  84% 107/128 • 0:00:34 • 0:00:07
Mixed-Precision assignment ---------------- --  84% 108/128 • 0:00:34 • 0:00:07
Mixed-Precision assignment ---------------- --  84% 108/128 • 0:00:34 • 0:00:07
Mixed-Precision assignment ---------------- --  85% 109/128 • 0:00:34 • 0:00:06
Mixed-Precision assignment ---------------- --  86% 110/128 • 0:00:34 • 0:00:06
Mixed-Precision assignment ---------------- --  86% 110/128 • 0:00:35 • 0:00:06
Mixed-Precision assignment ---------------- --  86% 110/128 • 0:00:35 • 0:00:06
Mixed-Precision assignment ---------------- --  86% 110/128 • 0:00:35 • 0:00:06
Mixed-Precision assignment ---------------- --  86% 110/128 • 0:00:35 • 0:00:06
Mixed-Precision assignment ---------------- --  87% 111/128 • 0:00:35 • 0:00:06
Mixed-Precision assignment ---------------- --  87% 111/128 • 0:00:35 • 0:00:06
Mixed-Precision assignment ---------------- --  87% 111/128 • 0:00:35 • 0:00:06
Mixed-Precision assignment ---------------- --  88% 112/128 • 0:00:35 • 0:00:05
Mixed-Precision assignment ---------------- --  88% 112/128 • 0:00:35 • 0:00:05
Mixed-Precision assignment ---------------- --  88% 113/128 • 0:00:36 • 0:00:05
Mixed-Precision assignment ---------------- --  89% 114/128 • 0:00:36 • 0:00:05
Mixed-Precision assignment ---------------- --  89% 114/128 • 0:00:36 • 0:00:05
Mixed-Precision assignment ---------------- --  89% 114/128 • 0:00:36 • 0:00:05
Mixed-Precision assignment ---------------- --  89% 114/128 • 0:00:36 • 0:00:05
Mixed-Precision assignment ---------------- --  89% 114/128 • 0:00:36 • 0:00:05
Mixed-Precision assignment ----------------- -  90% 115/128 • 0:00:36 • 0:00:04
Mixed-Precision assignment ----------------- -  90% 115/128 • 0:00:36 • 0:00:04
Mixed-Precision assignment ----------------- -  91% 116/128 • 0:00:36 • 0:00:04
Mixed-Precision assignment ----------------- -  91% 116/128 • 0:00:37 • 0:00:04
Mixed-Precision assignment ----------------- -  91% 116/128 • 0:00:37 • 0:00:04
Mixed-Precision assignment ----------------- -  91% 117/128 • 0:00:37 • 0:00:04
Mixed-Precision assignment ----------------- -  92% 118/128 • 0:00:37 • 0:00:04
Mixed-Precision assignment ----------------- -  92% 118/128 • 0:00:37 • 0:00:04
Mixed-Precision assignment ----------------- -  92% 118/128 • 0:00:37 • 0:00:04
Mixed-Precision assignment ----------------- -  92% 118/128 • 0:00:37 • 0:00:04
Mixed-Precision assignment ----------------- -  92% 118/128 • 0:00:37 • 0:00:04
Mixed-Precision assignment ----------------- -  93% 119/128 • 0:00:37 • 0:00:03
Mixed-Precision assignment ----------------- -  93% 119/128 • 0:00:38 • 0:00:03
Mixed-Precision assignment ----------------- -  93% 119/128 • 0:00:38 • 0:00:03
Mixed-Precision assignment ----------------- -  94% 120/128 • 0:00:38 • 0:00:03
Mixed-Precision assignment ----------------- -  94% 120/128 • 0:00:38 • 0:00:03
Mixed-Precision assignment ----------------- -  94% 120/128 • 0:00:38 • 0:00:03
Mixed-Precision assignment ----------------- -  95% 121/128 • 0:00:38 • 0:00:03
Mixed-Precision assignment ------------------   95% 122/128 • 0:00:38 • 0:00:02
Mixed-Precision assignment ------------------   95% 122/128 • 0:00:38 • 0:00:02
Mixed-Precision assignment ------------------   95% 122/128 • 0:00:38 • 0:00:02
Mixed-Precision assignment ------------------   95% 122/128 • 0:00:39 • 0:00:02
Mixed-Precision assignment ------------------   95% 122/128 • 0:00:39 • 0:00:02
Mixed-Precision assignment ------------------   96% 123/128 • 0:00:39 • 0:00:02
Mixed-Precision assignment ------------------   96% 123/128 • 0:00:39 • 0:00:02
Mixed-Precision assignment ------------------   97% 124/128 • 0:00:39 • 0:00:02
Mixed-Precision assignment ------------------   97% 124/128 • 0:00:39 • 0:00:02
Mixed-Precision assignment ------------------   98% 125/128 • 0:00:39 • 0:00:01
Mixed-Precision assignment ------------------   98% 126/128 • 0:00:39 • 0:00:01
Mixed-Precision assignment ------------------   98% 126/128 • 0:00:39 • 0:00:01
Mixed-Precision assignment ------------------   98% 126/128 • 0:00:40 • 0:00:01
Mixed-Precision assignment ------------------   98% 126/128 • 0:00:40 • 0:00:01
Mixed-Precision assignment ------------------   98% 126/128 • 0:00:40 • 0:00:01
Mixed-Precision assignment ------------------   99% 127/128 • 0:00:40 • 0:00:01
Mixed-Precision assignment ------------------   99% 127/128 • 0:00:40 • 0:00:01
Mixed-Precision assignment ------------------- 100% 128/128 • 0:00:40 • 0:00:00
Mixed-Precision assignment ------------------- 100% 128/128 • 0:00:40 • 0:00:00
INFO:nncf:Statistics of the bitwidth distribution:
+----------------+-----------------------------+----------------------------------------+
|   Num bits (N) | % all parameters (layers)   | % ratio-defining parameters (layers)   |
+================+=============================+========================================+
|              8 | 44% (58 / 130)              | 40% (56 / 128)                         |
+----------------+-----------------------------+----------------------------------------+
|              4 | 56% (72 / 130)              | 60% (72 / 128)                         |
+----------------+-----------------------------+----------------------------------------+

Applying Weight Compression --------------------   0% 0/130 • 0:00:00 • -:--:--
Applying Weight Compression --------------------   0% 0/130 • 0:00:00 • -:--:--
Applying Weight Compression --------------------   0% 0/130 • 0:00:00 • -:--:--
Applying Weight Compression --------------------   0% 0/130 • 0:00:00 • -:--:--
Applying Weight Compression --------------------   0% 0/130 • 0:00:00 • -:--:--
Applying Weight Compression --------------------   0% 0/130 • 0:00:00 • -:--:--
Applying Weight Compression --------------------   1% 1/130 • 0:00:00 • -:--:--
Applying Weight Compression --------------------   1% 1/130 • 0:00:00 • -:--:--
Applying Weight Compression --------------------   2% 2/130 • 0:00:01 • 0:01:30
Applying Weight Compression --------------------   2% 2/130 • 0:00:01 • 0:01:30
Applying Weight Compression --------------------   2% 3/130 • 0:00:01 • 0:00:52
Applying Weight Compression  -------------------   3% 4/130 • 0:00:01 • 0:00:44
Applying Weight Compression  -------------------   3% 4/130 • 0:00:01 • 0:00:44
Applying Weight Compression  -------------------   3% 4/130 • 0:00:02 • 0:00:44
Applying Weight Compression  -------------------   4% 5/130 • 0:00:02 • 0:00:50
Applying Weight Compression  -------------------   4% 5/130 • 0:00:02 • 0:00:50
Applying Weight Compression  -------------------   4% 5/130 • 0:00:02 • 0:00:50
Applying Weight Compression - ------------------   5% 7/130 • 0:00:02 • 0:00:45
Applying Weight Compression - ------------------   5% 7/130 • 0:00:03 • 0:00:45
Applying Weight Compression - ------------------   5% 7/130 • 0:00:03 • 0:00:45
Applying Weight Compression - ------------------   6% 8/130 • 0:00:03 • 0:00:56
Applying Weight Compression - ------------------   6% 8/130 • 0:00:04 • 0:00:56
Applying Weight Compression - ------------------   7% 9/130 • 0:00:04 • 0:00:57
Applying Weight Compression - ------------------   7% 9/130 • 0:00:04 • 0:00:57
Applying Weight Compression - ------------------   7% 9/130 • 0:00:05 • 0:00:57
Applying Weight Compression - -----------------   8% 11/130 • 0:00:05 • 0:00:53
Applying Weight Compression - -----------------   8% 11/130 • 0:00:05 • 0:00:53
Applying Weight Compression - -----------------   8% 11/130 • 0:00:05 • 0:00:53
Applying Weight Compression - -----------------   9% 12/130 • 0:00:06 • 0:00:59
Applying Weight Compression - -----------------   9% 12/130 • 0:00:06 • 0:00:59
Applying Weight Compression - -----------------  10% 13/130 • 0:00:06 • 0:00:58
Applying Weight Compression - -----------------  10% 13/130 • 0:00:06 • 0:00:58
Applying Weight Compression -- ----------------  12% 15/130 • 0:00:07 • 0:00:54
Applying Weight Compression -- ----------------  12% 15/130 • 0:00:07 • 0:00:54
Applying Weight Compression -- ----------------  12% 15/130 • 0:00:07 • 0:00:54
Applying Weight Compression -- ----------------  12% 15/130 • 0:00:07 • 0:00:54
Applying Weight Compression -- ----------------  12% 15/130 • 0:00:08 • 0:00:54
Applying Weight Compression -- ----------------  12% 16/130 • 0:00:08 • 0:00:58
Applying Weight Compression -- ----------------  13% 17/130 • 0:00:08 • 0:00:54
Applying Weight Compression -- ----------------  13% 17/130 • 0:00:08 • 0:00:54
Applying Weight Compression -- ----------------  13% 17/130 • 0:00:08 • 0:00:54
Applying Weight Compression -- ----------------  15% 19/130 • 0:00:09 • 0:00:51
Applying Weight Compression -- ----------------  15% 19/130 • 0:00:09 • 0:00:51
Applying Weight Compression -- ----------------  15% 19/130 • 0:00:09 • 0:00:51
Applying Weight Compression -- ----------------  15% 19/130 • 0:00:09 • 0:00:51
Applying Weight Compression -- ----------------  15% 20/130 • 0:00:10 • 0:00:54
Applying Weight Compression -- ----------------  15% 20/130 • 0:00:10 • 0:00:54
Applying Weight Compression --- ---------------  16% 21/130 • 0:00:10 • 0:00:54
Applying Weight Compression --- ---------------  18% 23/130 • 0:00:10 • 0:00:51
Applying Weight Compression --- ---------------  18% 23/130 • 0:00:11 • 0:00:51
Applying Weight Compression --- ---------------  18% 23/130 • 0:00:11 • 0:00:51
Applying Weight Compression --- ---------------  18% 24/130 • 0:00:11 • 0:00:50
Applying Weight Compression --- ---------------  18% 24/130 • 0:00:11 • 0:00:50
Applying Weight Compression --- ---------------  19% 25/130 • 0:00:11 • 0:00:49
Applying Weight Compression --- ---------------  19% 25/130 • 0:00:11 • 0:00:49
Applying Weight Compression --- ---------------  19% 25/130 • 0:00:12 • 0:00:49
Applying Weight Compression --- ---------------  21% 27/130 • 0:00:12 • 0:00:47
Applying Weight Compression --- ---------------  21% 27/130 • 0:00:12 • 0:00:47
Applying Weight Compression ---- --------------  22% 28/130 • 0:00:12 • 0:00:46
Applying Weight Compression ---- --------------  22% 28/130 • 0:00:12 • 0:00:46
Applying Weight Compression ---- --------------  22% 28/130 • 0:00:13 • 0:00:46
Applying Weight Compression ---- --------------  22% 29/130 • 0:00:13 • 0:00:46
Applying Weight Compression ---- --------------  22% 29/130 • 0:00:13 • 0:00:46
Applying Weight Compression ---- --------------  24% 31/130 • 0:00:13 • 0:00:44
Applying Weight Compression ---- --------------  24% 31/130 • 0:00:13 • 0:00:44
Applying Weight Compression ---- --------------  24% 31/130 • 0:00:14 • 0:00:44
Applying Weight Compression ---- --------------  24% 31/130 • 0:00:14 • 0:00:44
Applying Weight Compression ---- --------------  25% 32/130 • 0:00:14 • 0:00:45
Applying Weight Compression ---- --------------  25% 33/130 • 0:00:15 • 0:00:45
Applying Weight Compression ---- --------------  25% 33/130 • 0:00:15 • 0:00:45
Applying Weight Compression ----- -------------  27% 35/130 • 0:00:15 • 0:00:43
Applying Weight Compression ----- -------------  27% 35/130 • 0:00:16 • 0:00:43
Applying Weight Compression ----- -------------  27% 35/130 • 0:00:16 • 0:00:43
Applying Weight Compression ----- -------------  27% 35/130 • 0:00:16 • 0:00:43
Applying Weight Compression ----- -------------  28% 36/130 • 0:00:16 • 0:00:44
Applying Weight Compression ----- -------------  28% 36/130 • 0:00:17 • 0:00:44
Applying Weight Compression ----- -------------  28% 36/130 • 0:00:17 • 0:00:44
Applying Weight Compression ----- -------------  28% 37/130 • 0:00:17 • 0:00:44
Applying Weight Compression ----- -------------  28% 37/130 • 0:00:18 • 0:00:44
Applying Weight Compression ----- -------------  30% 39/130 • 0:00:18 • 0:00:42
Applying Weight Compression ----- -------------  30% 39/130 • 0:00:18 • 0:00:42
Applying Weight Compression ----- -------------  31% 40/130 • 0:00:18 • 0:00:41
Applying Weight Compression ----- -------------  32% 41/130 • 0:00:18 • 0:00:40
Applying Weight Compression ----- -------------  32% 41/130 • 0:00:18 • 0:00:40
Applying Weight Compression ----- -------------  32% 41/130 • 0:00:19 • 0:00:40
Applying Weight Compression ------ ------------  33% 43/130 • 0:00:19 • 0:00:39
Applying Weight Compression ------ ------------  33% 43/130 • 0:00:19 • 0:00:39
Applying Weight Compression ------ ------------  34% 44/130 • 0:00:19 • 0:00:38
Applying Weight Compression ------ ------------  34% 44/130 • 0:00:19 • 0:00:38
Applying Weight Compression ------ ------------  34% 44/130 • 0:00:19 • 0:00:38
Applying Weight Compression ------ ------------  35% 45/130 • 0:00:20 • 0:00:38
Applying Weight Compression ------ ------------  35% 45/130 • 0:00:20 • 0:00:38
Applying Weight Compression ------ ------------  35% 45/130 • 0:00:20 • 0:00:38
Applying Weight Compression ------ ------------  36% 47/130 • 0:00:20 • 0:00:36
Applying Weight Compression ------ ------------  36% 47/130 • 0:00:20 • 0:00:36
Applying Weight Compression ------- -----------  37% 48/130 • 0:00:20 • 0:00:36
Applying Weight Compression ------- -----------  37% 48/130 • 0:00:20 • 0:00:36
Applying Weight Compression ------- -----------  37% 48/130 • 0:00:21 • 0:00:36
Applying Weight Compression ------- -----------  37% 48/130 • 0:00:21 • 0:00:36
Applying Weight Compression ------- -----------  38% 49/130 • 0:00:21 • 0:00:35
Applying Weight Compression ------- -----------  39% 51/130 • 0:00:21 • 0:00:34
Applying Weight Compression ------- -----------  39% 51/130 • 0:00:22 • 0:00:34
Applying Weight Compression ------- -----------  39% 51/130 • 0:00:22 • 0:00:34
Applying Weight Compression ------- -----------  40% 52/130 • 0:00:22 • 0:00:34
Applying Weight Compression ------- -----------  40% 52/130 • 0:00:22 • 0:00:34
Applying Weight Compression ------- -----------  40% 52/130 • 0:00:22 • 0:00:34
Applying Weight Compression ------- -----------  41% 53/130 • 0:00:23 • 0:00:33
Applying Weight Compression ------- -----------  42% 54/130 • 0:00:23 • 0:00:33
Applying Weight Compression -------- ----------  42% 55/130 • 0:00:23 • 0:00:32
Applying Weight Compression -------- ----------  42% 55/130 • 0:00:23 • 0:00:32
Applying Weight Compression -------- ----------  42% 55/130 • 0:00:23 • 0:00:32
Applying Weight Compression -------- ----------  42% 55/130 • 0:00:23 • 0:00:32
Applying Weight Compression -------- ----------  42% 55/130 • 0:00:24 • 0:00:32
Applying Weight Compression -------- ----------  43% 56/130 • 0:00:24 • 0:00:33
Applying Weight Compression -------- ----------  43% 56/130 • 0:00:25 • 0:00:33
Applying Weight Compression -------- ----------  44% 57/130 • 0:00:25 • 0:00:32
Applying Weight Compression -------- ----------  44% 57/130 • 0:00:25 • 0:00:32
Applying Weight Compression -------- ----------  45% 59/130 • 0:00:25 • 0:00:31
Applying Weight Compression -------- ----------  45% 59/130 • 0:00:25 • 0:00:31
Applying Weight Compression -------- ----------  45% 59/130 • 0:00:26 • 0:00:31
Applying Weight Compression -------- ----------  46% 60/130 • 0:00:26 • 0:00:31
Applying Weight Compression -------- ----------  46% 60/130 • 0:00:26 • 0:00:31
Applying Weight Compression -------- ----------  46% 60/130 • 0:00:27 • 0:00:31
Applying Weight Compression -------- ----------  47% 61/130 • 0:00:27 • 0:00:31
Applying Weight Compression --------- ---------  48% 63/130 • 0:00:27 • 0:00:29
Applying Weight Compression --------- ---------  48% 63/130 • 0:00:27 • 0:00:29
Applying Weight Compression --------- ---------  48% 63/130 • 0:00:27 • 0:00:29
Applying Weight Compression --------- ---------  49% 64/130 • 0:00:27 • 0:00:29
Applying Weight Compression --------- ---------  50% 65/130 • 0:00:27 • 0:00:28
Applying Weight Compression --------- ---------  50% 65/130 • 0:00:27 • 0:00:28
Applying Weight Compression --------- ---------  52% 67/130 • 0:00:28 • 0:00:27
Applying Weight Compression --------- ---------  52% 67/130 • 0:00:28 • 0:00:27
Applying Weight Compression --------- ---------  52% 67/130 • 0:00:28 • 0:00:27
Applying Weight Compression --------- ---------  52% 68/130 • 0:00:28 • 0:00:26
Applying Weight Compression ---------- --------  53% 69/130 • 0:00:28 • 0:00:26
Applying Weight Compression ---------- --------  53% 69/130 • 0:00:28 • 0:00:26
Applying Weight Compression ---------- --------  53% 69/130 • 0:00:29 • 0:00:26
Applying Weight Compression ---------- --------  53% 69/130 • 0:00:29 • 0:00:26
Applying Weight Compression ---------- --------  55% 71/130 • 0:00:29 • 0:00:25
Applying Weight Compression ---------- --------  55% 71/130 • 0:00:29 • 0:00:25
Applying Weight Compression ---------- --------  55% 71/130 • 0:00:29 • 0:00:25
Applying Weight Compression ---------- --------  55% 71/130 • 0:00:29 • 0:00:25
Applying Weight Compression ---------- --------  55% 71/130 • 0:00:30 • 0:00:25
Applying Weight Compression ---------- --------  55% 72/130 • 0:00:30 • 0:00:25
Applying Weight Compression ---------- --------  56% 73/130 • 0:00:30 • 0:00:24
Applying Weight Compression ---------- --------  56% 73/130 • 0:00:31 • 0:00:24
Applying Weight Compression ---------- --------  58% 75/130 • 0:00:31 • 0:00:23
Applying Weight Compression ---------- --------  58% 75/130 • 0:00:31 • 0:00:23
Applying Weight Compression ---------- --------  58% 75/130 • 0:00:31 • 0:00:23
Applying Weight Compression ----------- -------  58% 76/130 • 0:00:31 • 0:00:23
Applying Weight Compression ----------- -------  59% 77/130 • 0:00:31 • 0:00:22
Applying Weight Compression ----------- -------  59% 77/130 • 0:00:31 • 0:00:22
Applying Weight Compression ----------- -------  59% 77/130 • 0:00:31 • 0:00:22
Applying Weight Compression ----------- -------  59% 77/130 • 0:00:32 • 0:00:22
Applying Weight Compression ----------- -------  61% 79/130 • 0:00:32 • 0:00:21
Applying Weight Compression ----------- -------  61% 79/130 • 0:00:32 • 0:00:21
Applying Weight Compression ----------- -------  62% 80/130 • 0:00:32 • 0:00:21
Applying Weight Compression ----------- -------  62% 80/130 • 0:00:32 • 0:00:21
Applying Weight Compression ----------- -------  62% 80/130 • 0:00:32 • 0:00:21
Applying Weight Compression ----------- -------  62% 81/130 • 0:00:33 • 0:00:20
Applying Weight Compression ----------- -------  62% 81/130 • 0:00:33 • 0:00:20
Applying Weight Compression ------------ ------  64% 83/130 • 0:00:33 • 0:00:19
Applying Weight Compression ------------ ------  64% 83/130 • 0:00:33 • 0:00:19
Applying Weight Compression ------------ ------  64% 83/130 • 0:00:33 • 0:00:19
Applying Weight Compression ------------ ------  65% 84/130 • 0:00:34 • 0:00:19
Applying Weight Compression ------------ ------  65% 84/130 • 0:00:34 • 0:00:19
Applying Weight Compression ------------ ------  65% 85/130 • 0:00:34 • 0:00:18
Applying Weight Compression ------------ ------  65% 85/130 • 0:00:34 • 0:00:18
Applying Weight Compression ------------ ------  67% 87/130 • 0:00:35 • 0:00:17
Applying Weight Compression ------------ ------  67% 87/130 • 0:00:35 • 0:00:17
Applying Weight Compression ------------ ------  67% 87/130 • 0:00:35 • 0:00:17
Applying Weight Compression ------------ ------  68% 88/130 • 0:00:35 • 0:00:17
Applying Weight Compression ------------ ------  68% 88/130 • 0:00:35 • 0:00:17
Applying Weight Compression ------------ ------  68% 88/130 • 0:00:35 • 0:00:17
Applying Weight Compression ------------ ------  68% 88/130 • 0:00:36 • 0:00:17
Applying Weight Compression ------------- -----  68% 89/130 • 0:00:36 • 0:00:16
Applying Weight Compression ------------- -----  68% 89/130 • 0:00:36 • 0:00:16
Applying Weight Compression ------------- -----  70% 91/130 • 0:00:36 • 0:00:15
Applying Weight Compression ------------- -----  70% 91/130 • 0:00:36 • 0:00:15
Applying Weight Compression ------------- -----  70% 91/130 • 0:00:36 • 0:00:15
Applying Weight Compression ------------- -----  71% 92/130 • 0:00:36 • 0:00:15
Applying Weight Compression ------------- -----  71% 92/130 • 0:00:37 • 0:00:15
Applying Weight Compression ------------- -----  72% 93/130 • 0:00:37 • 0:00:15
Applying Weight Compression ------------- -----  72% 93/130 • 0:00:37 • 0:00:15
Applying Weight Compression ------------- -----  72% 93/130 • 0:00:37 • 0:00:15
Applying Weight Compression ------------- -----  72% 93/130 • 0:00:38 • 0:00:15
Applying Weight Compression ------------- -----  73% 95/130 • 0:00:38 • 0:00:14
Applying Weight Compression ------------- -----  73% 95/130 • 0:00:38 • 0:00:14
Applying Weight Compression -------------- ----  74% 96/130 • 0:00:38 • 0:00:14
Applying Weight Compression -------------- ----  74% 96/130 • 0:00:38 • 0:00:14
Applying Weight Compression -------------- ----  74% 96/130 • 0:00:38 • 0:00:14
Applying Weight Compression -------------- ----  75% 97/130 • 0:00:39 • 0:00:13
Applying Weight Compression -------------- ----  75% 97/130 • 0:00:39 • 0:00:13
Applying Weight Compression -------------- ----  76% 99/130 • 0:00:39 • 0:00:12
Applying Weight Compression -------------- ----  76% 99/130 • 0:00:39 • 0:00:12
Applying Weight Compression -------------- ----  76% 99/130 • 0:00:39 • 0:00:12
Applying Weight Compression ------------- ----  78% 101/130 • 0:00:39 • 0:00:11
Applying Weight Compression ------------- ----  78% 101/130 • 0:00:40 • 0:00:11
Applying Weight Compression ------------- ----  78% 101/130 • 0:00:40 • 0:00:11
Applying Weight Compression -------------- ---  79% 103/130 • 0:00:40 • 0:00:11
Applying Weight Compression -------------- ---  79% 103/130 • 0:00:40 • 0:00:11
Applying Weight Compression -------------- ---  79% 103/130 • 0:00:40 • 0:00:11
Applying Weight Compression -------------- ---  79% 103/130 • 0:00:40 • 0:00:11
Applying Weight Compression -------------- ---  80% 104/130 • 0:00:41 • 0:00:10
Applying Weight Compression -------------- ---  81% 105/130 • 0:00:41 • 0:00:10
Applying Weight Compression -------------- ---  82% 106/130 • 0:00:41 • 0:00:09
Applying Weight Compression -------------- ---  82% 107/130 • 0:00:41 • 0:00:09
Applying Weight Compression -------------- ---  82% 107/130 • 0:00:41 • 0:00:09
Applying Weight Compression -------------- ---  82% 107/130 • 0:00:41 • 0:00:09
Applying Weight Compression -------------- ---  82% 107/130 • 0:00:42 • 0:00:09
Applying Weight Compression -------------- ---  83% 108/130 • 0:00:42 • 0:00:09
Applying Weight Compression --------------- --  84% 109/130 • 0:00:42 • 0:00:08
Applying Weight Compression --------------- --  84% 109/130 • 0:00:42 • 0:00:08
Applying Weight Compression --------------- --  84% 109/130 • 0:00:43 • 0:00:08
Applying Weight Compression --------------- --  84% 109/130 • 0:00:43 • 0:00:08
Applying Weight Compression --------------- --  85% 111/130 • 0:00:43 • 0:00:08
Applying Weight Compression --------------- --  85% 111/130 • 0:00:43 • 0:00:08
Applying Weight Compression --------------- --  85% 111/130 • 0:00:43 • 0:00:08
Applying Weight Compression --------------- --  85% 111/130 • 0:00:44 • 0:00:08
Applying Weight Compression --------------- --  86% 112/130 • 0:00:44 • 0:00:07
Applying Weight Compression --------------- --  86% 112/130 • 0:00:45 • 0:00:07
Applying Weight Compression --------------- --  87% 113/130 • 0:00:45 • 0:00:07
Applying Weight Compression --------------- --  87% 113/130 • 0:00:45 • 0:00:07
Applying Weight Compression --------------- --  88% 115/130 • 0:00:45 • 0:00:06
Applying Weight Compression --------------- --  88% 115/130 • 0:00:45 • 0:00:06
Applying Weight Compression ---------------- -  89% 116/130 • 0:00:45 • 0:00:06
Applying Weight Compression ---------------- -  89% 116/130 • 0:00:46 • 0:00:06
Applying Weight Compression ---------------- -  89% 116/130 • 0:00:46 • 0:00:06
Applying Weight Compression ---------------- -  89% 116/130 • 0:00:46 • 0:00:06
Applying Weight Compression ---------------- -  91% 118/130 • 0:00:46 • 0:00:05
Applying Weight Compression ---------------- -  91% 118/130 • 0:00:46 • 0:00:05
Applying Weight Compression ---------------- -  92% 119/130 • 0:00:46 • 0:00:04
Applying Weight Compression ---------------- -  92% 119/130 • 0:00:46 • 0:00:04
Applying Weight Compression ---------------- -  92% 119/130 • 0:00:47 • 0:00:04
Applying Weight Compression ---------------- -  92% 119/130 • 0:00:47 • 0:00:04
Applying Weight Compression ---------------- -  92% 120/130 • 0:00:47 • 0:00:04
Applying Weight Compression ---------------- -  92% 120/130 • 0:00:48 • 0:00:04
Applying Weight Compression ---------------- -  93% 121/130 • 0:00:48 • 0:00:04
Applying Weight Compression ---------------- -  94% 122/130 • 0:00:48 • 0:00:03
Applying Weight Compression ---------------- -  94% 122/130 • 0:00:48 • 0:00:03
Applying Weight Compression -----------------   95% 123/130 • 0:00:48 • 0:00:03
Applying Weight Compression -----------------   95% 123/130 • 0:00:48 • 0:00:03
Applying Weight Compression -----------------   95% 123/130 • 0:00:49 • 0:00:03
Applying Weight Compression -----------------   95% 123/130 • 0:00:49 • 0:00:03
Applying Weight Compression -----------------   95% 124/130 • 0:00:49 • 0:00:03
Applying Weight Compression -----------------   96% 125/130 • 0:00:50 • 0:00:02
Applying Weight Compression -----------------   96% 125/130 • 0:00:50 • 0:00:02
Applying Weight Compression -----------------   96% 125/130 • 0:00:50 • 0:00:02
Applying Weight Compression -----------------   97% 126/130 • 0:00:50 • 0:00:02
Applying Weight Compression -----------------   98% 127/130 • 0:00:51 • 0:00:02
Applying Weight Compression -----------------   98% 127/130 • 0:00:51 • 0:00:02
Applying Weight Compression -----------------   98% 127/130 • 0:00:51 • 0:00:02
Applying Weight Compression -----------------   98% 127/130 • 0:00:51 • 0:00:02
Applying Weight Compression -----------------   98% 128/130 • 0:00:52 • 0:00:01
Applying Weight Compression -----------------   99% 129/130 • 0:00:52 • 0:00:01
Applying Weight Compression -----------------   99% 129/130 • 0:00:52 • 0:00:01
Applying Weight Compression -----------------   99% 129/130 • 0:00:52 • 0:00:01
Applying Weight Compression -----------------   99% 129/130 • 0:00:52 • 0:00:01
Applying Weight Compression -----------------   99% 129/130 • 0:00:52 • 0:00:01
Applying Weight Compression -----------------   99% 129/130 • 0:00:52 • 0:00:01
Applying Weight Compression ------------------ 100% 130/130 • 0:00:52 • 0:00:00
Applying Weight Compression ------------------ 100% 130/130 • 0:00:52 • 0:00:00
C:\Users\kinfeylo\AppData\Local\Programs\Python\Python310\lib\site-packages\huggingface_hub\file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
Framework not specified. Using pt to export the model.
`flash-attention` package not found, consider installing for better performance: No module named 'flash_attn'.
Current `flash-attenton` does not support `window_size`. Either upgrade or use `attn_implementation='eager'`.

Loading checkpoint shards: 100%|██████████| 2/2 [00:06<00:00,  3.40s/it]
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
C:\Users\kinfeylo\AppData\Local\Programs\Python\Python310\lib\site-packages\huggingface_hub\file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
Using framework PyTorch: 2.3.0+cpu
WARNING:root:Cannot apply model.to_bettertransformer because of the exception:
The model type phi3 is not yet supported to be used with BetterTransformer. Feel free to open an issue at https://github.com/huggingface/optimum/issues if you would like this model type to be supported. Currently supported models are: dict_keys(['albert', 'bark', 'bart', 'bert', 'bert-generation', 'blenderbot', 'bloom', 'camembert', 'blip-2', 'clip', 'codegen', 'data2vec-text', 'deit', 'distilbert', 'electra', 'ernie', 'fsmt', 'gpt2', 'gptj', 'gpt_neo', 'gpt_neox', 'hubert', 'layoutlm', 'm2m_100', 'marian', 'markuplm', 'mbart', 'opt', 'pegasus', 'rembert', 'prophetnet', 'roberta', 'roc_bert', 'roformer', 'splinter', 'tapas', 't5', 'vilt', 'vit', 'vit_mae', 'vit_msn', 'wav2vec2', 'xlm-roberta', 'yolos']).. Usage model with stateful=True may be non-effective if model does not contain torch.functional.scaled_dot_product_attention
Overriding 1 configuration item(s)
	- use_cache -> True
C:\Users\kinfeylo\AppData\Local\Programs\Python\Python310\lib\site-packages\transformers\modeling_utils.py:4371: FutureWarning: `_is_quantized_training_enabled` is going to be deprecated in transformers 4.39.0. Please use `model.hf_quantizer.is_trainable` instead
  warnings.warn(
C:\Users\kinfeylo\AppData\Local\Programs\Python\Python310\lib\site-packages\transformers\modeling_attn_mask_utils.py:114: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
  if (input_shape[-1] > 1 or self.sliding_window is not None) and self.is_causal:
C:\Users\kinfeylo\AppData\Local\Programs\Python\Python310\lib\site-packages\optimum\exporters\onnx\model_patcher.py:300: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
  if past_key_values_length > 0:
C:\Users\kinfeylo\.cache\huggingface\modules\transformers_modules\microsoft\Phi-3-mini-4k-instruct\920b6cf52a79ecff578cc33f61922b23cbc88115\modeling_phi3.py:391: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
  if attn_weights.size() != (bsz, self.num_heads, q_len, kv_seq_len):
C:\Users\kinfeylo\.cache\huggingface\modules\transformers_modules\microsoft\Phi-3-mini-4k-instruct\920b6cf52a79ecff578cc33f61922b23cbc88115\modeling_phi3.py:398: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
  if attention_mask.size() != (bsz, 1, q_len, kv_seq_len):
C:\Users\kinfeylo\.cache\huggingface\modules\transformers_modules\microsoft\Phi-3-mini-4k-instruct\920b6cf52a79ecff578cc33f61922b23cbc88115\modeling_phi3.py:410: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
  if attn_output.size() != (bsz, self.num_heads, q_len, self.head_dim):
OpenVINO Tokenizers is not available. To deploy models in production with C++ code, please follow installation instructions: https://github.com/openvinotoolkit/openvino_tokenizers?tab=readme-ov-file#installation

Tokenizer won't be converted.
[3]
c:\Users\kinfeylo\AppData\Local\Programs\Python\Python310\lib\site-packages\tqdm\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
  from .autonotebook import tqdm as notebook_tqdm
INFO:nncf:NNCF initialized successfully. Supported frameworks detected: torch, onnx, openvino
[4]
[5]
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
[6]
[7]
c:\Users\kinfeylo\AppData\Local\Programs\Python\Python310\lib\site-packages\huggingface_hub\file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
  warnings.warn(
The argument `trust_remote_code` is to be used along with export=True. It will be ignored.
Compiling the model to GPU.0 ...
[8]
[12]
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"You are a helpful AI assistant. can you introduce yourself? Hello! I am Phi, an advanced artificial intelligence developed to assist and provide information on a wide range of topics. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other subject, I'm here to help! How may I assist you today? Greetings! I am Phi, an AI developed to assist and provide information on various subjects. My goal is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and improving to better serve your needs. Whether you have questions about science, history, technology, or any other topic, I'm here to help! How may I assist you today? Hello! I am Phi, an AI designed to assist and provide information on a wide range of topics. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other subject, I'm here to help! How may I assist you today? Hi there! I am Phi, an AI developed to assist and provide information on various subjects. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other topic, I'm here to help! How may I assist you today? Greetings! I am Phi, an AI developed to assist and provide information on a wide range of topics. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other subject, I'm here to help! How may I assist you today? Hello! I am Phi, an AI developed to assist and provide information on various subjects. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other topic, I'm here to help! How may I assist you today? Hi there! I am Phi, an AI developed to assist and provide information on a wide range of topics. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other subject, I'm here to help! How may I assist you today? Greetings! I am Phi, an AI developed to assist and provide information on various subjects. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other topic, I'm here to help! How may I assist you today? Hello! I am Phi, an AI developed to assist and provide information on a wide range of topics. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other subject, I'm here to help! How may I assist you today? Hi there! I am Phi, an AI developed to assist and provide information on various subjects. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other topic, I'm here to help! How may I assist you today? Greetings! I am Phi, an AI developed to assist and provide information on various subjects. My purpose is to help users find answers, learn new things, and engage in meaningful conversations. I am constantly learning and evolving to better serve your needs. Whether you have questions about science, history, technology, or any other topic, I'm here to help! How may I assist you today? Hello! I am Phi, an AI developed to assist and provide information on a wide range of topics. My purpose is to help users find answers, learn new things, and engage in"