File size: 5,931 Bytes
b043bdf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
{
  "opset": 18,
  "files": [
    {
      "model": "chronos-2-small",
      "variant": "fp32",
      "file": "chronos-2-small.fp32.onnx",
      "bytes": 111801066,
      "sha256": "d11c8ebf5caeafa27205ba8a5919135e4a75cc25648f81d109e06d39513e4534",
      "cpuNodes": []
    },
    {
      "model": "chronos-2-small",
      "variant": "f16w",
      "file": "chronos-2-small.f16w.onnx",
      "bytes": 55960044,
      "sha256": "56e2743689b8c841d39ec5935d0fd18aa92dd5e8fc83710e08009791e0eff5b2",
      "cpuNodes": []
    },
    {
      "model": "chronos-2",
      "variant": "fp32",
      "file": "chronos-2.fp32.onnx",
      "bytes": 478045331,
      "sha256": "8e606c3d80cc3c1323466b864bb7236842fbe86d639df75598ec69389a0a8221",
      "cpuNodes": []
    },
    {
      "model": "chronos-2",
      "variant": "f16w",
      "file": "chronos-2.f16w.onnx",
      "bytes": 239161416,
      "sha256": "44fa813bd35869f5765234cfae8d0e4a337b7c25c50c15ecb66944fc46e1f5a3",
      "cpuNodes": []
    },
    {
      "model": "kumo-anomaly",
      "variant": "fp32",
      "file": "kumo-anomaly.fp32.onnx",
      "bytes": 10398173,
      "sha256": "3627470deafd7d497b6b37704a9adedf422bed7b070076bdbf54fe21ab9d5210",
      "cpuNodes": []
    },
    {
      "model": "kumo-anomaly",
      "variant": "f16w",
      "file": "kumo-anomaly.f16w.onnx",
      "bytes": 5327808,
      "sha256": "351fa5558baed4b91b10b8f516660b02da3727db61c6fca3e366b901c665851f",
      "cpuNodes": []
    }
  ],
  "models": {
    "chronos-2-small": {
      "family": "chronos2",
      "source": "autogluon/chronos-2-small@ddec01313e50b6bc58ebaa92ede81bc24a3d9f9a",
      "parameters": 27934624,
      "contextLength": 8192,
      "maxOutputPatches": 64,
      "patch": 16,
      "timeScale": 8192.0,
      "dKv": 64,
      "quantiles": [
        0.01,
        0.05,
        0.1,
        0.2,
        0.3,
        0.4,
        0.5,
        0.6,
        0.7,
        0.8,
        0.9,
        0.95,
        0.99
      ],
      "exporter": "torch.onnx (dynamo) 2.14.0+cpu, chronos-forecasting 2.3.2",
      "checks": {
        "air_passengers": {
          "fp32": {
            "maxAbsDiff": 0.0004534340109785262,
            "maxAbsDiffOverSpread": 1.2389919830395411e-06
          },
          "f16w": {
            "maxAbsDiff": 0.14048303526010386,
            "maxAbsDiffOverSpread": 0.0003838647966982188
          }
        },
        "daily_weekly": {
          "fp32": {
            "maxAbsDiff": 1.936539992186681e-05,
            "maxAbsDiffOverSpread": 7.937634073890962e-07
          },
          "f16w": {
            "maxAbsDiff": 0.00816448589266372,
            "maxAbsDiffOverSpread": 0.00033465201689035035
          }
        },
        "daily_weekly_covariate": {
          "fp32": {
            "maxAbsDiff": 1.4207511100039483e-05,
            "maxAbsDiffOverSpread": 9.504695011556084e-07
          },
          "f16w": {
            "maxAbsDiff": 0.00725193513707012,
            "maxAbsDiffOverSpread": 0.0004851478294551331
          }
        },
        "air_passengers_gaps": {
          "fp32": {
            "maxAbsDiff": 0.0005596565754331095,
            "maxAbsDiffOverSpread": 8.044586999305215e-07
          },
          "f16w": {
            "maxAbsDiff": 0.12156327028947089,
            "maxAbsDiffOverSpread": 0.00017473685590255084
          }
        }
      }
    },
    "chronos-2": {
      "family": "chronos2",
      "source": "amazon/chronos-2@29ec3766d36d6f73f0696f85560a422f50e8498c",
      "parameters": 119477664,
      "contextLength": 8192,
      "maxOutputPatches": 64,
      "patch": 16,
      "timeScale": 8192.0,
      "dKv": 64,
      "quantiles": [
        0.01,
        0.05,
        0.1,
        0.15,
        0.2,
        0.25,
        0.3,
        0.35,
        0.4,
        0.45,
        0.5,
        0.55,
        0.6,
        0.65,
        0.7,
        0.75,
        0.8,
        0.85,
        0.9,
        0.95,
        0.99
      ],
      "exporter": "torch.onnx (dynamo) 2.14.0+cpu, chronos-forecasting 2.3.2",
      "checks": {
        "air_passengers": {
          "fp32": {
            "maxAbsDiff": 0.00041321987168885244,
            "maxAbsDiffOverSpread": 1.3253376289255459e-06
          },
          "f16w": {
            "maxAbsDiff": 0.07163125687907268,
            "maxAbsDiffOverSpread": 0.00022974596976921714
          }
        },
        "daily_weekly": {
          "fp32": {
            "maxAbsDiff": 2.2354764610099664e-05,
            "maxAbsDiffOverSpread": 9.333428173677023e-07
          },
          "f16w": {
            "maxAbsDiff": 0.011134839485819725,
            "maxAbsDiffOverSpread": 0.00046489518623411645
          }
        },
        "daily_weekly_covariate": {
          "fp32": {
            "maxAbsDiff": 1.1173277229659107e-05,
            "maxAbsDiffOverSpread": 9.343844901163358e-07
          },
          "f16w": {
            "maxAbsDiff": 0.0031910641166916776,
            "maxAbsDiffOverSpread": 0.00026685821503548776
          }
        },
        "air_passengers_gaps": {
          "fp32": {
            "maxAbsDiff": 0.000852749681143905,
            "maxAbsDiffOverSpread": 1.0165590811508801e-06
          },
          "f16w": {
            "maxAbsDiff": 0.21954769663511797,
            "maxAbsDiffOverSpread": 0.00026172182727855466
          }
        }
      }
    },
    "kumo-anomaly": {
      "family": "kumo-anomaly",
      "source": "nvidia/Kumo-Anomaly@226c5003b0582adc1cac433123f47324bfae39f2",
      "parameters": 2439169,
      "channels": 40,
      "window": 100,
      "trainSteps": 500,
      "betas": [
        0.0001,
        0.01
      ],
      "exporter": "torch.onnx (dynamo) 2.14.0+cpu",
      "checks": {
        "samples4-steps6": {
          "maxAbsDiff": 1.0004111891115386e-06,
          "maxScore": 1.0615177154541016,
          "graphCalls": 12,
          "cpuSeconds": 16.310610055923462
        }
      }
    }
  }
}