[JAX] Fix: Skip determinism tests for bprop for all sm >=100 (#2315)

* Fix: Skip determinism tests for bprop for all sm >=100
Signed-off-by: Kshitij Lakhani <klakhani@nvidia.com>

* Add username to TODO
Signed-off-by: Kshitij Lakhani <klakhani@nvidia.com>

* Assert in fused attn bwd pass for sm100+
Signed-off-by: Kshitij Lakhani <klakhani@nvidia.com>

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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---------
Signed-off-by: Kshitij Lakhani <klakhani@nvidia.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

tests/jax/test_fused_attn.py

@@ -378,14 +378,14 @@ class FusedAttnRunner:
             pytest.skip(
                 "seqlen_q > seqlen_kv is not supported with sliding window attention in cuDNN"
             )
-
+        # TODO(KshitijLakhani): Set the upper limit for skipping this test when cuDNN adds support
         if (
-            get_device_compute_capability(0) == 100
+            get_device_compute_capability(0) >= 100
             and self.dropout_prob == 0.1
             and self.attn_bias_type is not AttnBiasType.NO_BIAS
         ):
             pytest.skip(
-                "For sm100, bprop kernel support for dropout + determinism (bias) is not supported"
+                "For sm100+, bprop kernel support for dropout + determinism (bias) is not supported"
             )
         # Test the MLA case where head dims for qk differ from head dims for v, only if the tensors
         # are provided in BSHD_BSHD_BSHD or THD_THD_THD formats

transformer_engine/jax/cpp_extensions/attention.py

@@ -2739,10 +2739,13 @@ def fused_attn_bwd(
         assert bias is None
         bias = jnp.zeros(0, dtype=qkv[0].dtype)
 
-    if 100 in get_all_device_compute_capability():
+    # TODO(KshitijLakhani): Add a check for cuDNN version when determinism does get supported on
+    # sm100+
+    compute_capabilities = get_all_device_compute_capability()
+    if any(x >= 100 for x in compute_capabilities):
         assert not (
             attn_bias_type != AttnBiasType.NO_BIAS and dropout_probability != 0
-        ), "For sm100, bprop kernel support for dropout + determinism (bias) is not supported"
+        ), "For sm100+, bprop kernel support for dropout + determinism (bias) is not supported"
 
     fused_config = _FusedAttnConfig(
         attn_bias_type=attn_bias_type,