phase: numpy import
phase: tests
public test before
membership before mlx.core.float16
membership before mlx.core.bfloat16
membership before mlx.core.float32
membership before mlx.core.float64
public test after
membership after mlx.core.float16
membership after mlx.core.bfloat16
membership after mlx.core.float32
membership after mlx.core.float64
unchanged mlx.core.float16 False
unchanged mlx.core.float16 True
unchanged mlx.core.bfloat16 False
unchanged mlx.core.bfloat16 True
unchanged mlx.core.float32 False
unchanged mlx.core.float32 True
unchanged mlx.core.float64 False
unchanged mlx.core.float64 True
unchanged mlx.core.int32 False
unchanged mlx.core.int32 True
unchanged mlx.core.complex64 False
unchanged mlx.core.complex64 True
edge mlx.core.float16 empty
edge mlx.core.float16 nan
edge mlx.core.float16 inf
edge mlx.core.bfloat16 empty
edge mlx.core.bfloat16 nan
edge mlx.core.bfloat16 inf
{
  "version": "0.32.2",
  "device": "Device(cpu, 0)",
  "cpu_seconds": 0.018102999999999994,
  "summary": {
    "before": {
      "checks": 25,
      "failed": 0
    },
    "after": {
      "checks": 41,
      "failed": 0
    }
  },
  "remaining_limits": [
    {
      "kind": "variance_exceeds_float32",
      "dtype": "mlx.core.bfloat16",
      "compatible": false,
      "output": [
        -0.0,
        0.0,
        -0.0,
        0.0
      ]
    },
    {
      "kind": "variance_exceeds_float32",
      "dtype": "mlx.core.bfloat16",
      "compatible": true,
      "output": [
        -0.0,
        0.0,
        -0.0,
        0.0
      ]
    },
    {
      "kind": "variance_exceeds_float32",
      "dtype": "mlx.core.float32",
      "compatible": false,
      "output": [
        -0.0,
        0.0,
        -0.0,
        0.0
      ]
    },
    {
      "kind": "variance_exceeds_float32",
      "dtype": "mlx.core.float32",
      "compatible": true,
      "output": [
        -0.0,
        0.0,
        -0.0,
        0.0
      ]
    },
    {
      "kind": "unchanged_fast_path_float64_narrowing",
      "output": [
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "expected": [
        -1.264908534252813,
        -0.6324542671264065,
        0.6324542671264065,
        1.264908534252813
      ]
    }
  ]
}