Paul Paczuski ebd7135b50 Improve stability of BCE loss calculation for input probabilities close to or exactly 0 or 1 (#1280) ...

* Improve stability of BCE loss calculation

* Standardize comment

* Apply formatting with black via pre-commit

* Add usage recommendation to docstring

* Update python/mlx/nn/losses.py

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Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

2024-07-24 08:38:22 -07:00

..

mlx_tests.py

Make MLX build on x64 macOS (#901)

2024-03-27 06:14:29 -07:00

mpi_test_distributed.py

Add docs for the distributed namespace (#1184)

2024-06-06 11:37:00 -07:00

test_array.py

add zero vjps for bitwise ops and gather w.r.t. index (#1256)

2024-07-07 21:34:59 -07:00

test_autograd.py

Custom transforms (#1246)

2024-07-10 18:00:01 -07:00

test_bf16.py

bump pre commit and fix format (#373)

2024-01-04 16:28:52 -08:00

test_blas.py

Masked gemv (#1211)

2024-06-14 09:52:26 -07:00

test_compile.py

fix donation condition for compilation (#1237)

2024-06-26 09:04:05 -07:00

test_constants.py

feat: Add numpy constants (#428)

2024-01-11 06:47:29 -08:00

test_conv.py

Add softmin, hardshrink, hardtanh (#1180)

2024-06-04 15:48:18 -07:00

test_device.py

Adds device context manager (#679)

2024-02-14 14:14:58 -08:00

test_eval.py

Fix leak with multi-output primitives (#1274)

2024-07-23 06:34:18 -07:00

test_fast_sdpa.py

Add softmin, hardshrink, hardtanh (#1180)

2024-06-04 15:48:18 -07:00

test_fast.py

No copy command encoder (#986)

2024-04-11 21:15:36 -07:00

test_fft.py

fix scatter + test (#1202)

2024-06-11 14:35:12 -07:00

test_graph.py

Multi output primitives (#330)

2024-01-08 16:39:08 -08:00

test_init.py

Make shape a tuple (#591)

2024-01-30 13:11:01 -08:00

test_linalg.py

Implemented Cholesky on CPU (#1119)

2024-05-17 12:31:59 -07:00

test_load.py

Fix logsumexp edge case (#740)

2024-02-25 08:39:55 -08:00

test_losses.py

Improve stability of BCE loss calculation for input probabilities close to or exactly 0 or 1 (#1280)

2024-07-24 08:38:22 -07:00

test_metal.py

Add softmin, hardshrink, hardtanh (#1180)

2024-06-04 15:48:18 -07:00

test_nn.py

Fix the hard-shrink test (#1185)

2024-06-04 16:22:56 -07:00

test_ops.py

Fix bfloat16 Hadamard (#1283)

2024-07-23 14:54:43 -07:00

test_optimizers.py

Treate 'minimum' differently in cosine decay (#1138)

2024-05-20 08:00:48 -07:00

test_quantized.py

Rename block sparse (#1149)

2024-05-22 07:48:34 -07:00

test_random.py

Implement sampling from laplace distribution. (#1279)

2024-07-24 15:15:37 +02:00

test_reduce.py

Add GPU support for uint64/int64 reductions (#569)

2024-01-31 11:18:04 -08:00

test_tree.py

Add isort pre-commit and run (#68)

2023-12-08 11:31:47 -08:00

test_upsample.py

Upsample with bicubic interpolation (#967)

2024-04-10 15:47:22 -07:00

test_vmap.py

Adds radians and degrees (#1011)

2024-04-22 11:17:49 -07:00